Journal Paper

• Dongyuan Li, Yusong WANG, Kotaro Funakoshi, Manabu Okumura. Active Learning Based Fine-Tuning Framework for Speech Emotion Recognition, Journal of Natural Language Processing, Vol. 31, No. 3, Sept. 2024.
• Dongyuan Li, Zhen Wang, Yankai Chen, Renhe Jiang, Weiping Ding, Manabu Okumura. A Survey on Deep Active Learning: Recent Advances and New Frontiers, IEEE Transactions on Neural Networks and Learning Systems, May 2024.
• Congda Ma, Tianyu Zhao, Makoto Shing, Kei Sawada, Manabu Okumura. Focused Prefix Tuning for Controllable Text Generation, the Journal of Natural Language Processing, Vol. 31, No. 1, Mar. 2024.
• Jian Wu, YICHENG XU, Yan Gao, Jian-Guang LOU, Borje F. Karlsson, Manabu Okumura. A table question alignment based cell-selection method for table-text QA, the Journal of Natural Language Processing, Vol. 31, No. 1, Mar. 2024.
• Ying Zhang, Hidetaka Kamigaito, Manabu Okumura. Bidirectional Transformer Reranker for Grammatical Error Correction, the Journal of Natural Language Processing, Vol. 31, No. 1, Mar. 2024.
• Mya Ei San, Sasiporn Usanavasin, Ye Kyaw Thu, Manabu Okumura. A Study for Enhancing Low-resource Thai-Myanmar-English Neural Machine Translation, ACM Transactions on Asian and Low-Resource Language Information Processing, Vol. 23, No. 54, pp. 1-24, Jan. 2024.
• Yusuke Miyazawa, Narimasa Katsuta, Tamaki Nara, Shuko Nojiri, Toshio Naito, Makoto Hiki, Masako Ichikawa, Yoshihide Takeshita, Tadafumi Kato, Manabu Okumura. Identification of risk factors for the onset of delirium associated with COVID-19 by mining nursing records, PLOS ONE, Jan. 2024.
• Dongyuan Li, Jingyi You, Kotaro Funakoshi, Manabu Okumura. A-TIP: Attribute-aware Text Infilling via Pre-trained Language Model, the Journal of Natural Language Processing, Vol. 30, No. 3, pp. 1011-1041, Sept. 2023.
• Thodsaporn Chay-intr, Hidetaka Kamigaito, Manabu Okumura. Character-based Thai Word Segmentation with Multiple Attentions, the Journal of Natural Language Processing, Vol. 30, No. 2, pp. 372-400, June 2023.
• Ying Zhang, Hidetaka Kamigaito, Tatsuya Aoki, Hiroya Takamura, Manabu Okumura. Generic Mechanism for Reducing Repetitions in Encoder-Decoder Models, the Journal of Natural Language Processing, Vol. 30, No. 2, pp. 401-431, June 2023.
• Thodsaporn Chay-intr, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura. LATTE: Lattice Attentive Encoding for Character-based Word Segmentation, the Journal of Natural Language Processing, Vol. 30, No. 2, pp. 456-488, June 2023.
• Jingyi You, Dongyuan Li, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura. Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization, the Journal of Natural Language Processing, Vol. 30, No. 1, Mar. 2023.
• Yukun Feng, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. A Simple and Effective Method for Injecting Word-level Information into Character-aware Neural Language Models, the Journal of Natural Language Processing, Vol. 30, No. 1, pp. 156-183, Mar. 2023.
• Yukun Feng, Chenlong Hu, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. A Simple and Effective Usage of Word Clusters for CBOW Model, the Journal of Natural Language Processing,, Vol. 29, No. 3, Sept. 2022.
• Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. Joint Modelling of Emoji Position and Its Label for Better Understanding in Social Media, he Journal of Natural Language Processing, Vol. 29, No. 2, June 2022.
• Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. Joint Modelling of Emoji Position and Its Label for Better Understanding in Social Media, he Journal of Natural Language Processing, Vol. 29, No. 2, June 2022.
• Abdurrisyad Fikri, Hiep V. Le, Takashi Miyazaki, Manabu Okumura, Nobuyuki Shimizu. Improving Conversation Task with Visual Scene Dataset, he Journal of Natural Language Processing,, Vol. 29, No. 1, Mar. 2022.
• Hidetaka Kamigaito, Katsuhiko Hayashi, Tsutomu Hirao, Masaaki Nagata, Manabu Okumura. Effectiveness of Syntactic Dependency Information for Higher-Order Syntactic Attention Network, the Journal of Natural Language Processing, Vol. 28, No. 4, Dec. 2021.
• Lya Hulliyyatus Suadaa, Hiroya Takamura, Hidetaka Kamigaito, Manabu Okumura. Metric-Type Identification for Multi-Level Header Numerical Tables in Scientific Papers, the Journal of Natural Language Processing, Vol. 28, No. 4, Dec. 2021.
• Soichiro Murakami, Sora Tanaka, 萩行 正嗣, Hidetaka Kamigaito, Kotaro Funakoshi, Hiroya Takamura, Manabu Okumura. 数値気象予報からの天気予報コメントの自動生成, 自然言語処理, Vol. 28, No. 4, Dec. 2021.
• Abdurrisyad Fikri, Hiroya Takamura, Manabu Okumura. Stylistically User-specific Response Generation, the Journal of Natural Language Processing, Vol. 28, No. 4, Dec. 2021.
• Chenlong Hu, Yukun Feng, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. One-class Text Classification with Multi-modal Deep Support Vector Data Description, the Journal of Natural Language Processing, Vol. 28, No. 4, Dec. 2021.
• Tatsuya Ishigaki, Kazuya Machida, 小林 隼人, Hiroya Takamura, Manabu Okumura. 質問－回答ペアを活用する半教師あり抽出型質問要約モデルとその学習法, 自然言語処理, Vol. 27, No. 4, pp. 825-852, Dec. 2020.
• Chenlong Hu, Mikio Nakano, Manabu Okumura. AutoEncoder Guided Bootstrapping of Semantic Lexicon, 自然言語処理, Vol. 27, No. 3, pp. 627-652, Sept. 2020.
• Kai Ishikawa, Hiroya Takamura, Manabu Okumura. 多様なイベント表現を対象とした知識抽出における異なるエンコーディングモデル群の動的アンサンブル, 自然言語処理, Vol. 27, No. 2, June 2020.
• Kai Ishikawa, Hiroya Takamura, Manabu Okumura. 多様なイベント表現を対象とした知識抽出における異なるエンコーディングモデル群の動的アンサンブル, 自然言語処理, Vol. 27, No. 2, pp. 329-359, June 2020.
• Tatsuya Aoki, 笹野遼平, Hiroya Takamura, Manabu Okumura. ソーシャルメディアにおける単語の一般的ではない用法の検出, 自然言語処理, Vol. 26, No. 2, June 2019.
• Tatsuya Ishigaki, Hiroya Takamura, Manabu Okumura. 複数文質問を対象とした抽出型および生成型要約, 自然言語処理, Vol. 26, No. 1, pp. 37-58, Mar. 2019.
• Tatsuya Ishigaki, Hiroya Takamura, Manabu Okumura. 複数文質問を対象とした抽出型および生成型要約, 自然言語処理, Vol. 26, No. 1, Mar. 2019.
• Miho Matsunagi, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. 職業ごとの行動に関する知識の収集, 情報処理学会論文誌データベース(IPSJ-TOD), Vol. 11, No. 3, Oct. 2018.
• Miho Matsunagi, 笹野 遼平, Hiroya Takamura, Manabu Okumura. 職業ごとの行動に関する知識の収集, 情報処理学会論文誌データベース(IPSJ-TOD), Vol. 11, No. 3, pp. 12-22, Oct. 2018.
• Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou, Manabu Okumura. Domain Adaptation using Word Embeddings for Word Sense Disambiguation, 自然言語処理, Vol. 25, No. 4, pp. 463-480, Sept. 2018.
• Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou, Manabu Okumura. Domain Adaptation using Word Embeddings for Word Sense Disambiguation, the 18th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2017), 自然言語処理, Vol. 25, No. 4, pp. 463-480, Sept. 2018.
• Ryohei Sasano, Manabu Okumura. 大規模コーパスに基づく日本語二重目的語構文の基本語順の分析, 自然言語処理, Vol. 24, No. 5, Dec. 2017.
• Kazuki Fujii, Hidetsugu Nanba, Toshiyuki Takezawa, 石野亜耶, Manabu Okumura, 倉田陽平. 旅行者の行動分析のための旅行ブログエントリの属性推定, 観光情報学会学会誌「観光と情報」, Vol. 13, No. 1, pp. 83-96, Nov. 2017.
• Hidetaka Kamigaito, Taro Watanabe, Hiroya Takamura, Manabu Okumura, Eiichiro Sumita. Hierarchical Back-off Modeling of Hiero Grammar based on Non-parametric Bayesian Model, the Journal of Information Processing, Vol. 58, No. 10, Oct. 2017.
• Hidetaka Kamigaito, Akihiro Tamura, Hiroya Takamura, Manabu Okumura, Eiichiro Sumita. Unsupervised Word Alignment by Agreement Under ITG Constraint, the Journal of Information Processing, Vol. 58, No. 8, Aug. 2017.
• Akihiko Watanabe, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Webページ推薦システムにおけるユーザ指向型スニペット生成, 人工知能学会論文誌, Vol. 31, No. 5, pp. 1-12, Sept. 2016.
• Hidetaka Kamigaito, Taro Watanabe, Hiroya Takamura, Manabu Okumura. Unsupervised Word Alignment Using Frequency Constraint in Posterior Regularized EM, 自然言語処理, Vol. 23, No. 4, pp. 327-352, Sept. 2016.
• Yuta Kikuchi, Tsutomu Hirao, Hiroya Takamura, Manabu Okumura, Masaaki Nagata. 入れ子依存木の刈り込みによる単一文書要約手法, 自然言語処理, Vol. 22, No. 3, pp. 197-217, Sept. 2015.
• Ryohei Sasano, Daisuke Kawahara, Sadao Kurohashi, Manabu Okumura. 受身・使役形と能動形間の格交替に関する語彙知識の自動獲得, 自然言語処理, Vol. 21, No. 6, pp. 1207-1233, Dec. 2014.
• Ryohei Sasano, Sadao Kurohashi, Manabu Okumura. 日本語形態素解析における未知語処理の一手法 -既知語から派生した表記・未知オノマトペの処理-, 自然言語処理, Vol. 21, No. 6, pp. 1183-1205, Dec. 2014.
• 柏野 和佳子, Manabu Okumura. 「コーパスベース国語辞典」構築のための「古風な語」の分析と記述, 自然言語処理, vol. 21, no. 6, pp. 1133-1161, Dec. 2014.
• Akihiro Tamura, Taro Watanabe, Eiichiro Sumita, Hiroya Takamura, Manabu Okumura. Part-of-Speech Induction in Dependency Trees for Statistical Machine Translation, In Proceedings of the 51th Annual Meeting of the Association for Computational Linguistics, pp. 841-851, Aug. 2014.
• Hiroaki Kawasaki, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. テキストコーパスを用いた漢字詳細読みの自動生成, 情報処理学会論文誌, Vol. 54, No. 12, pp. 2481-2491, Dec. 2013.
• Akihiro Tamura, Hiroya Takamura, Manabu Okumura. Extracting Translation Pairs from Comparable Corpora through Graph-based Label Propagation, 自然言語処理, Vol. 20, No. 2, pp. 133-160, June 2013.
• Valentin Zhikov, Hiroya Takamura, Manabu Okumura. An Efficient Algorithm for Unsupervised Word Segmentation with Branching Entropy and MDL, 人工知能学会論文誌, Vol. 28, No. 3, pp. 347-360, May 2013.
• Manabu Okumura. ソーシャルメディアを対象としたテキストマイニング, 電子情報通信学会Fundamentals Review, Vol. 6, No. 4, pp. 285-293, Apr. 2013.
• Takuma Igarashi, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. The Use of Sound Symbolism in Sentiment Classification, 自然言語処理, Vol. 20, No. 2, 2013.
• Tomoya Iwakura, Hiroya Takamura, Manabu Okumura. A Named Entity Recognition Method based on Decomposition and Concatenation of Word Chunks, Transactions on Asian Language Information Processing, ACM, Dec. 2012.
• 古宮嘉那子, Manabu Okumura. 語義曖昧性解消のための領域適応手法の決定木学習による自動選択, 自然言語処理, Vol. 19, No. 3, pp. 143-166, Sept. 2012.
• Hajime Morita, Tetsuya Sakai, Manabu Okumura. Query Snowball: A Co-occurrence-based Approach to Multi-documents Summarization for Question Answering, 情報処理学会TOD, Vol. 5, No. 2, June 2012.
• Wakako Kashino, Manabu Okumura. 和語や漢語のカタカナ表記 -- 「現代日本語書き言葉均衡コーパス」の書籍における使用実態--, 計量国語学, Vol. 28, No. 4, pp. 153-161, Mar. 2012.
• 古宮嘉那子, Manabu Okumura. 語義曖昧性解消のための領域適応手法の決定木学習による自動選択, 自然言語処理, Vol. 19, No. 3, pp. 143-166, 2012.
• Manabu Okumura, Kiyoaki Shirai, Kanako Komiya, Hikaru Yokono. On SemEval-2010 Japanese WSD Task, 自然言語処理, Vol. 18, No. 3, pp. 293-307, July 2011.
• Dittaya Wanvarie, Hiroya TAKAMURA, Manabu OKUMURA. Active Learning with Subsequence Sampling Strategy for Sequence Labeling Tasks, 自然言語処理, Vol. 18, No. 2, pp. 153-173, Apr. 2011.
• Takeshi Abekawa, Manabu Okumura. Collecting object-attributenoun pairs and constructing concept graphs for the argument of adjectives from Japanese N1-Adj-N2 constructions, 自然言語処理, Vol. 17, No. 3, pp. 25-39, Jan. 2011.
• Manabu Okumura. テキスト結束性を考慮したentity gridに基づく局所的一貫性モデル, Jan. 2011.
• 池田大介, Hiroya Takamura, Manabu Okumura. 単語極性反転モデルによる評価文分類, 人工知能学会論文誌, Vol. 25, No. 1, Jan. 2010.
• Takaaki Hasegawa, 西川仁, 今村賢治, 菊井玄一郎, Manabu Okumura. 携帯端末のためのWebページからの概要文生成, 人工知能学会論文誌, Vol. 25, No. 1, Jan. 2010.
• 高村大也, 奥村 学. 施設配置問題による文書要約のモデル化, 人工知能学会論文誌, Vol. 25, No. 1, pp. 50-57, Jan. 2010.
• Hikaru Yokono, Manabu Okumura. テキスト結束性を考慮したentity gridに基づく局所的一貫性モデル, 自然言語処理, Vol. 17, No. 1, Jan. 2010.
• Hiroya Takamura, Manabu Okumura. 施設配置問題による文書要約のモデル化, 人工知能学会論文誌, Vol. 25, No. 1, Jan. 2010.
• 戸田 浩之, Norihito Yasuda, Manabu Okumura, 松浦 由美子, 片岡 良治. 地理情報検索のためのスニペット生成法, 人工知能学会論文誌, Vol. 24, No. 6, pp. 495-507, Nov. 2009.
• Kazunari SUGIYAMA, Manabu Okumura. 半教師有りクラスタリングを用いたWeb検索結果における人名の曖昧性解消, 自然言語処理, Vol. 16, No. 5, pp. 23-49, Oct. 2009.
• Hidetsugu Nanba, 釜屋英昭, 竹澤寿幸, Manabu Okumura, 新森昭宏, 谷川英和. 論文用語の特許用語への自動変換, 情報処理学会TOD, Vol. 2, No. 1, pp. 81-92, Mar. 2009.
• Hidetsugu Nanba, Manabu Okumura. Automatic extraction of citation information in Japanese patent applications, International Journal on Digital Libraries, Vol. 9, No. 2, pp. 151-161, Jan. 2008.
• Hiroya Takamura, Manabu Okumura. 最大被覆問題とその変種による文書要約モデル, 人工知能学会論文誌, Vol. 23, No. 6, pp. 505-513, Jan. 2008.
• Kazuko Takahashi, Hiroya Takamura, Manabu Okumura. Direct estimation of class membership probabilities for multiclass classification using multiple scores, Knowledge and Information Systems, Jan. 2008.
• 三浦菊佳, 山田一郎, 住吉英樹, 八木伸行, Manabu Okumura, Takenobu Tokunaga. 放送番組を素材としたマルチメディア百科事典の自動構築, 映像情報メディア学会誌, Vol. 62, No. 1, pp. 110-116, Jan. 2008.
• 高橋和子, Hiroya Takamura, Manabu Okumura. 複数の分類スコアを用いたクラス所属確率の推定, 自然言語処理, Vol. 15, No. 2, pp. 3-38, Jan. 2008.
• 野呂太一, Takashi Inui, Hiroya Takamura, Manabu Okumura. テキスト中のイベントの生起時間帯判定, 情報処理学会論文誌ジャーナル, Vol. 48, No. 10, pp. 3405--3414, Oct. 2007.
• Yasuhiro Suzuki, Hiroya Takamura, Manabu Okumura. Semi-supervised Learning to Classify Evaluative Expression from Labeled and Unlabeled Texts, IEICE Transactions on Information and Systems, Vol. E90-D, No. 10, pp. 1516--1522, Oct. 2007.
• 山田一郎, 三浦菊佳, 河合吉彦, 住吉英樹, 八木伸行, Manabu Okumura, Takenobu Tokunaga. 大域的な文章構造の類似性を利用したクローズドキャプション中の定型的な文章区間の抽出, 電子情報通信学会論文誌, Vol. J90-D, No. 9, pp. 2624-2633, Sept. 2007.
• 平尾努, Manabu Okumura, Norihito Yasuda, 磯崎秀樹. 投票型回帰モデルによる要約の自動評価法, 人工知能学会論文誌, vol. 22, no. 2, Mar. 2007.
• Hiroya Takamura, Takashi Inui, Manabu Okumura. 隠れ変数モデルによる複数語表現の感情極性分類, 情報処理学会論文誌, Vol. 47, No. 11, 2006.
• Tsutomu Hirao, Manabu Okumura. 拡張ストリングカーネルを用いた要約システム自動評価法, 情報処理学会論文誌, Vol. 47, No. 6, pp. 1753-1766, 2006.
• TAKESHI ABEKAWA, Manabu Okumura. 共起情報及び複数格の組み合わせを考慮した係り受け解析, 自然言語処理, Vol. 13, No. 2, pp. 43-62, 2006.
• Takashi Inui, Manabu Okumura. テキストを対象とした評価情報の分析に関する研究, 自然言語処理, Vol. 13, No. 3, pp. 201-241, 2006.
• Hiroya Takamura, Takashi Inui, Manabu Okumura. スピンモデルによる単語の感情極性抽出, 情報処理学会論文誌, Vol. 47, No. 2, pp. 627-637, 2006.
• 田村晃裕, Hiroya Takamura, Manabu Okumura. 複数文質問のタイプ同定, 情報処理学会論文誌, Vol. 47, No. 6, pp. 1954-1962, 2006.
• 高橋和子, 高村大也, 奥村 学. 機械学習とルールベースの組み合わせ による自動職業コーディング, 自然言語処理, Vol. 12, No. 2, pp. 3-24, 2005.
• Takashi Inui, Manabu Okumura. 文書内に現れる因果関係の出現特性調査, 計量国語学, Vol. 25, No. 3, pp. 123--144, 2005.
• 千田恭子, 篠原靖志, 奥村 学. 技術成果を効果的に伝える表題作成支援手法：開発と評価, 情報処理学会論文誌, Vol. 46, No. 11, pp. 2728-2743, 2005.
• 新森昭宏, 奥村 学. 特許請求項読解支援のための「発明の詳細な説明」 との自動対応付け, 自然言語処理, Vol. 12, No. 3, pp. 111-128, 2005.
• 千田恭子, 篠原靖志, 奥村 学. タイトルの文型が読者の関心に及ぼす 影響の分析, 自然言語処理, Vol. 12, No. 2, pp. 87-108, 2005.
• 乾 孝司, 奥村 学. 文書内に現れる因果関係の出現特性調査, 計量国語 学, Vol. 25, No. 3, pp. 123-144, 2005.
• 阿辺川 武, 奥村 学. 日本語連体修飾節と被修飾名詞間の関係の解析, 自然言 語処理, Vol. 12, No. 1, pp. 107-123, 2005.
• 新森昭宏, 奥村 学, 丸川雄三, 岩山 真. 手がかり句を用いた特許請求項の修辞構造解析, 情報処理学会論文誌, Vol. 45, No. 3, 2004.
• 南野 朋之, 齋藤 豪, 奥村 学. 繰り返し構造を用いたWebページの構造化, 情報処理学会論文誌, Vol. 45, No. 9, pp. 2157-2167, 2004.
• 藤澤瑞樹, 齋藤 豪, 奥村 学. 情報量の異なる複数の視点を考慮した実況解説の自動生成, 人工知能学会誌, Vol. 19, No. 6, pp. 483-492, 2004.
• 南野朋之, 鈴木泰裕, 藤木稔明, 奥村 学. blogの自動収集と監視, 人工知能学会誌, Vol. 19, No. 6, pp. 511-520, 2004.
• Manabu Okumura. テキスト自動要約, 情報処理, Vol. 45, No. 6, pp. 574-579, 2004.
• TAKESHI ABEKAWA, Yutaka Yagi, 戸次徳久, 傅亮, Slaven Bilac, Manabu Okumura, KIKUKO NISHINA. 読解支援システムのための言語非依存フレームワーク構築, 言語処理学会第10回年次大会発表論文集, pp. 144-147, 2004.
• 福島孝博, 奥村 学, 加藤恒昭. テキスト処理研究の動向 -- 情報抽出・自 動要約・質問応答における評価ワークショップの重要性 --, 人工知能学会誌, Vol. 17, No. 3, pp. 301-305, 2002.
• 難波英嗣, 奥村学. 要約の内的(intrinsic)な評価法に関するいくつか の考察 -- NTCIR Workshop 2 自動要約タスク(TSC)を基に --, 自然言語処理, Vol. 9, No. 3, pp. 129-146, 2002.
• 望月 源, 神谷 泰弘, 奥村 学, 島津 明. 英語ディクテーション学習支 援システムの構築, 教育システム情報学会誌, Vol. 19, No. 3, pp. 145-153, 2002.
• 福島孝博, 奥村 学, 難波 英嗣. Text Summarization Challenge --自 動要約の評価型ワークショップ--, 情報処理, Vol. 43, No. 12, pp. 1295-1299, 2002.
• 難波 英嗣, 奥村 学. ここまで来たテキスト自動要約, 情報処理, Vol. 43, No. 12, pp. 1287-1294, 2002.
• 奥村 学, 難波英嗣. テキスト自動要約に関する最近の話題, 自然言語処理, Vol. 9, No. 4, pp. 97-116, 2002.
• Manabu Okumura. 自然言語処理と語学教育, 専門日本語教育研究, No. 3, pp. 9-13, 2001.
• 難波英嗣, 神門典子, 奥村学. 論文間の参照情報を考慮した関連論文の 組織化, 情報処理学会論文誌, Vol. 42, No. 11, pp. 2640-2649, 2001.
• 近藤恵子, 佐藤理史, 奥村学. 格変換による単文の言い換え, 情報処 理学会論文誌, Vol. 42, No. 3, pp. 465-477, 2001.
• 難波英嗣, 神門典子, 奥村学. 論文間の参照情報を考慮した関連論文の 組織化, 情報処理学会論文誌, Vol. 42, No. 11, 2001.
• 奥村 学, 福島孝博. NTCIR Workshop 2の新しいタスクの紹介 -- テキ スト自動要約タスク --, 情報処理, Vol. 41, No. 8, pp. 917-920, 2000.
• Manabu Okumura. 自然言語処理関連ツールあれこれ -- 使えるフリーソフト, 情報処理, Vol. 4, No. 11, pp. 1203-1207, 2000.
• Manabu Okumura, Hajime Mochizuki. Query-biased Summarization Based on Lexical Chaining, Computational Intelligence, Vol. 16, No. 4, pp. 578-585, 2000.
• 望月 源, 奥村 学. 語彙的連鎖に基づく要約の情報検索タスクを用いた 評価, 自然言語処理, Vol. 7, No. 4, pp. 63-77, 2000.
• 奥村 学, 難波英嗣. テキスト自動要約に関する研究動向, 自然言語処理, Vol. 6, No. 6, pp. 1-26, 1999.
• Manabu Okumura. 語彙的連鎖に基づくパッセージ検索, 自 然言語処理, Vol. 6, No. 3, pp. 101-126, 1999.
• Manabu Okumura. 複数の表層的手がかりを統合したテキ ストセグメンテーション, 自然言語処理, Vol. 6, No. 3, pp. 43-58, 1999.
• Manabu Okumura. 論文間の参照情報を考慮したサーベイ論文作成支 援システムの開発, 自然言語処理, Vol. 6, No. 5, pp. 43-62, 1999.
• Manabu Okumura. 「サ変名詞＋する」から動詞相当句へ の言い換え, 情報処理学会論文誌, Vol. 40, No. 11, pp. 4064-4074, 1999.
• Manabu Okumura. 電脳文章要約術--計算機はいかにしてテキストを要 約するか--, 情報処理, Vol. 40, No. 2, pp. 157-161, 1999.
• Manabu Okumura. Grammar Acquisition and Statistical Parsing by Exploiting Local Contextual Information, 自然言語処理, Vol. 5, No. 3, pp. 107-123, 1998.
• Manabu Okumura. 日本語から手話への機械翻訳における手話単語辞書 の補完方法について, 情報処理学会論文誌, Vol. 3, No. 3, pp. 542-550, 1998.
• Manabu Okumura. 論争支援マルチモーダル実験システム MrBengo, 電子情報通信学会論文誌, Vol. J80-D-II, No. 8, pp. 2081-2087, 1997.
• Manabu Okumura. 自然言語の意味的曖昧性の解消法, 人工知能学会誌, Vol. 10, No. 3, pp. 332-339, 1995.
• Manabu Okumura. Efficient Direct ID/LP Parsing with Generalized Discrimination Networks and Hasse Diagram, 情報処理学会論文誌, Vol. 35, No. 9, pp. 1691-1701, 1994.
• Manabu Okumura. 増進的曖昧性解消モデルに基 づいた日本語解析, コンピュータソフトウエア, Vol. 10, No. 1, pp. 29-40, 1993.
• Manabu Okumura. discrimination network上での増進的曖昧性解消に ついて, 人工知能学会誌, Vol. 7, No. 4, pp. 631-638, 1992.
• Manabu Okumura. 大規模データ上での効率的な検索方法に ついて--ハッシュ，トライ, 計量国語学, Vol. 17, No. 8, pp. 403-412, 1991.
• Manabu Okumura. 自然言語解析における意味的曖昧性を増進的に解消 する計算モデル, 人工知能学会誌, Vol. 4, No. 6, pp. 687-694, 1989.
• Manabu Okumura. 概念階層への視点の導入, 情報処理学会 論文誌, Vol. 30, No. 8, pp. 970-975, 1989.
• Manabu Okumura. BUP系解析システム上でのトップダウンな情報の制 御について, 情報処理学会論文誌, Vol. 29, No. 11, pp. 1043-1050, 1988.
• Manabu Okumura. 知識表現形式DCKRとその応用, コンピュータソフトウエア, Vol. 3, No. 4, pp. 12-20, 1986.

Book

• Manabu Okumura, 狩野芳伸, 浅原正幸, Yuji Matsumoto, Kiyoaki Shirai, 竹内孔一, Ryu Iida, Takenobu Tokunaga, 関洋平. コーパスと自然言語処理, コーパスと自然言語処理, 朝倉出版, Dec. 2017.
• Manabu Okumura, Daisuke Bekki, Ken Satoh (Eds.). New Frontiers in Artificial Intelligence (JSAI-isAI 2011 Workshops LENLS, JURISIN, ALSIP, MiMI: Takamatsu, Japan, December 2011, Revised Selected Papers ), Springer, 2012.
• Manabu Okumura. 自然言語処理の基礎, コロナ社, Jan. 2010.
• Kazuki Jimbo, Hiroya Takamura, Manabu Okumura. Solving Crossword Puzzles Using Extended Potts Model, in New Frontiers in Artificial Intelligence, Lecture Notes in Computer Science, Springer, Vol. 5447, pp. 39-47, Apr. 2009.
• 大塚裕子, Takashi Inui, Manabu Okumura. 意見分析エンジン--計算言語学と社会学の接点--, コロナ社, Oct. 2007.
• 奥村学, 難波英嗣. テキスト自動要約, オーム社, 2005.
• Inderjeet Mani(著), 奥村学, 難波英嗣, 植田禎子(共訳). 自動要約, 共立出版, 共立出版, 2003.
• Manabu Okumura. 自然言語処理 -- 基礎と応用 --, コロナ社, コロナ社, 1999.
• Manabu Okumura. Assistive Technology and Artificial Intelligence: Applications in Robotics, User Interfaces and Natural Language Processing, Springer-Verlag, Springer-Verlag, pp. 97-108, 1998.

International Conference (Reviewed)

• Aru Maekawa, Satoshi Kosugi, Kotaro Funakoshi, Manabu Okumura. DiLM: Distilling Dataset into Language Model for Text-level Dataset Distillation, 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Findings of the Association for Computational Linguistics, pp. 3138–3153, June 2024.
• Zhen Wang, Dongyuan Li, Manabu Okumura. MULTIMODAL GRAPH-BASED AUDIO-VISUAL EVENT LOCALIZATION, IEEE ICASSP 2024, Apr. 2024.
• Aru Maekawa, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura. Can we obtain significant success in RST discourse parsing by using Large Language Models?, The 18th Conference of the European Chapter of the Association for Computational Linguistics（EACL2024）, Mar. 2024.
• Boonnithi Jiaramaneepinit, Thodsaporn Chay-intr, Kotaro Funakoshi, Manabu Okumura. Extreme Fine-tuning: A Novel and Fast Fine-tuning Approach, The 18th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2024), Mar. 2024.
• Peide Zhu, Zhen Wang, Manabu Okumura, Jie Yang. MRHF: Multi-stage Retrieval and Hierarchical Fusion for Textbook Question Answering, 30th International Conference on MultiMedia Modeling (MMM 2024), Jan. 2024.
• Zhen Wang, Peide Zhu, Fuyang Yu, Manabu Okumura. A New Benchmark and OCR-free Method for Document Image Topic Classification, 30th International Conference on MultiMedia Modeling (MMM 2024), Jan. 2024.
• Fuyang Yu, Zhen Wang, Dongyuan Li, Peide Zhu, Xiaochuan Wang, Xiaohui Liang, Manabu Okumura. Towards Cross-modal Point Cloud Retrieval for Indoor Scenes, 30th International Conference on MultiMedia Modeling (MMM 2024), Jan. 2024.
• Toshiki Kawamoto, Yuki Okano, Takato Yamazaki, Toshinori Sato, Kotaro Funakoshi, Manabu Okumura. A Follow-up Study on Evaluation Metrics Using Follow-up Utterances, PACLIC 2023, Dec. 2023.
• Dongyuan Li, Yusong Wang, Kotaro Funakoshi, Manabu Okumura. Joyful: Joint Modality Fusion and Graph Contrastive Learning for Multimodal Emotion Recognition, the 2023 Conference on Empirical Methods in Natural Language Processing, Dec. 2023.
• Dongyuan Li, Yusong WANG, Kotaro Funakoshi, Manabu Okumura. Active Learning Based Fine-Tuning Framework for Speech Emotion Recognition, IEEE Workshop on Automatic Speech Recognition and Understanding 2023, IEEE Workshop on Automatic Speech Recognition and Understanding 2023, Dec. 2023.
• Dongyuan Li, Shiyin Tan, Yusong Wang, Kotaro Funakoshi, Manabu Okumura. Temporal and Topological Augmentation-based Cross-view Contrastive Learning Model for Temporal Link Prediction, the CIKM 2023, Oct. 2023.
• Congda Ma, Kotaro Funakoshi, Kiyoaki Shirai, Manabu Okumura. Coherent Story Generation with Structured Knowledge, the RANLP 2023, Sept. 2023.
• Kunitaka Jimichi, Kotaro Funakoshi, Manabu Okumura. Feedback comment generation using predicted grammatical terms, the 16th International Natural Language Generation Conference: Generation Challenges, Sept. 2023.
• Ying Zhang, Hidetaka Kamigaito, Manabu Okumura. Bidirectional Transformer Reranker for Grammatical Error Correction, the ACL 2023, July 2023.
• Jian Wu, YICHENG XU, Yan Gao, Jian-Guang LOU, Borje F. Karlsson, Manabu Okumura. TACR: A Table Alignment-based Cell Selection Method for HybridQA, The ACL 2023, July 2023.
• Aru Maekawa, Naoki Kobayashi, Kotaro Funakoshi, Manabu Okumura. Distilled Few-shots with Attention Labels for Fine-tuning BERT, the ACL 2023, July 2023.
• Congda Ma, Tianyu Zhao, Makoto Shing, Kei Sawada, Manabu Okumura. Focused Prefix Tuning for Controllable Text Generation, the ACL 2023, July 2023.
• Yuki Okano, Kotaro Funakoshi, Ryo Nagata, Manabu Okumura. Generating Dialog Responses with Specified Grammatical Items for Second Language Learning, the 18th Workshop on Innovative Use of NLP for Building Educational Applications, July 2023.
• Yusong Wang, Dongyuan Li, Kotaro Funakoshi, Manabu Okumura. EMP: Emotion-guided Multi-modal Fusion and Contrastive Learning for Personality Traits Recognition, the 2023 ACM International Conference on Multimedia Retrieval (ICMR 2023), June 2023.
• Jingun Kwon, Hidetaka Kamigaito, Young-In Song, Manabu Okumura. Hierarchical Label Generation for Text Classification, the EACL 2023, May 2023.
• Aru Maekawa, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura. Generative Replay with Hippocampal Memory Indexing for Continual Language Learning, the EACL 2023, May 2023.
• Jingun Kwon, Hidetaka Kamigaito, Manabu Okumura. Abstractive Document Summarization with Summary-length Prediction, the EACL 2023, May 2023.
• Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura, Masaaki Nagata. A Simple and Strong Baseline for End-to-End Neural RST-style Discourse Parsing, The 2022 Conference on Empirical Methods in Natural Language Processing (EMNLP2022), Dec. 2022.
• Yukun Feng, Amir Fayazi, Abhinav Rastogi, Manabu Okumura. Efficient Entity Embedding Construction from Type Knowledge for BERT, The 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (AACL-IJCNLP2022), Nov. 2022.
• Jingyi You, Dongyuan Li, Manabu Okumura, Kenji Suzuki. JPG - Jointly Learn to Align: Automated Disease Prediction and Radiology Report Generation,, The 29th International Conference on Computational Linguistics(COLING 2022), Oct. 2022.
• Dongyuan Li, Jingyi You, Kotaro Funakoshi, Manabu Okumura. A-TIP: Attribute-aware Text Infilling via Pre-trained Language Model, The 29th International Conference on Computational Linguistics（COLING 2022）, Oct. 2022.
• Ao Liu, Zhen Wu, Jindong Wang, Wenxin Hou, Yidong Wang, Hao Wu, Takahiro Shinozaki, Manabu Okumura, Yue Zhang. Unlabeled Data for Target-Oriented Opinion Words Extraction,, The 29th International Conference on Computational Linguistics (COLING 2022), Oct. 2022.
• Soichiro Murakami, Peinan Zhang, Sho Hoshino, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. Aspect-based Analysis of Advertising Appeals for Search Engine Advertising, NAACL HLT 2022, July 2022.
• Toshiki Kawamoto, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura. Generating Repetitions with Appropriate Repeated Words,, NAACL HLT 2022, July 2022.
• Jingyi You, Dongyuan Li, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura. Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization, NAACL HLT 2022, July 2022.
• Shogo Fujita, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. Pointing to Subwords for Generating Function Names in Source Code, COLING 2020, Dec. 2021.
• Bowen Zhang, Yidong Wang, Wenxin Hou, Hao Wu, Jindong Wang, Manabu Okumura. FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling, Thirty-Fifth Conference on Neural Information Processing Systems NeurIPS 2021, Dec. 2021.
• Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Manabu Okumura. Considering Nested Tree Structure in Sentence Extractive Summarization with Pre-trained Transformer, The 2021 Conference on Empirical Methods in Natural Language Processing, Nov. 2021.
• Jingyi You, Chenlong Hu, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura. Robust Dynamic Clustering for Temporal Networks, the CIKM 2021 conference, Nov. 2021.
• Ying Zhang, Hidetaka Kamigaito, Manabu Okumura. A Language Model-based Generative Classifier for Sentence-level Discourse Parsing, The 2021 Conference on Empirical Methods in Natural Language Processing, Nov. 2021.
• Ying Zhang, Hidetaka Kamigaito, Manabu Okumura. A Language Model-based Generative Classifier for Sentence-level Discourse Parsing, The 2021 Conference on Empirical Methods in Natural Language Processing, Nov. 2021.
• Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Manabu Okumura. Considering Nested Tree Structure in Sentence Extractive Summarization with Pre-trained Transformer, The 2021 Conference on Empirical Methods in Natural Language Processing, Nov. 2021.
• Jingyi You, Chenlong Hu, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. Abstractive Document Summarization with Word Embedding Reconstruction, RANLP 2021, Sept. 2021.
• Thodsaporn Chay-intr, Hidetaka Kamigaito, Manabu Okumura. Character-based Thai Word Segmentation with Multiple Attentions, RANLP 2021, Sept. 2021.
• Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. Making Your Tweets More Fancy: Emoji Insertion to Texts, RANLP 2021, Sept. 2021.
• Ying Zhang, Hidetaka Kamigaito, Tatsuya Aoki, Hiroya Takamura, Manabu Okumura. Generic Mechanism for Reducing Repetitions in Encoder-Decoder Models, RANLP 2021, Sept. 2021.
• Yukun Feng, Chenlong Hu, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. Improving Character-Aware Neural Language Model by Warming Up Character Encoder under Skip-gram Architecture, RANLP 2021, Sept. 2021.
• Yukun Feng, Chenlong Hu, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. Improving Character-Aware Neural Language Model by Warming Up Character Encoder under Skip-gram Architecture, RANLP 2021, Sept. 2021.
• Yijin Xiong, Yukun Feng, Hao Wu, Hidetaka Kamigaito, Manabu Okumura. Fusing Label Embedding into BERT: An Efficient Improvement for Text Classification, ACL-IJCNLP 2021, Aug. 2021.
• Lya Hulliyyatus Suadaa, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura, Hiroya Takamura. Towards Table-to-Text Generation with Numerical Reasoning, The 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL-IJCNLP 2021), Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Association for Computational Linguistics (ACL), Volume 1 (Long Paper), Page 1451–1465, Aug. 2021.  Official location  
• Hayato Kobayashi, Hiroaki Taguchi, Yoshimune Tabuchi, Chahine Koleejan, Ken Kobayashi, Soichiro Fujita, Kazuma Murao, Takeshi Masuyama, Taichi Yatsuka, Manabu Okumura, Satoshi Sekine. A Case Study of In-House Competition for Ranking Constructive Comments in a News Service, the SocialNLP 2021, June 2021.
• Hayato Kobayashi, Hiroaki Taguchi, Yoshimune Tabuchi, Chahine Koleejan, Ken Kobayashi, Soichiro Fujita, Kazuma Murao, Takeshi Masuyama, Taichi Yatsuka, Manabu Okumura, Satoshi Sekine. A Case Study of In-House Competition for Ranking Constructive Comments in a News Service, the SocialNLP 2021, June 2021.
• Hidetaka Kamigaito, Peinan Zhang, Hiroya Takamura, Manabu Okumura. An Empirical Study of Generating Texts for Search Engine Advertising, NAACL-HLT 2021, June 2021.
• Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura, Masaaki Nagata. Improving Neural RST Parsing Model with Silver Agreement Subtrees, NAACL-HLT 2021, June 2021.
• Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura, Masaaki Nagata. Improving Neural RST Parsing Model with Silver Agreement Subtrees, NAACL-HLT 2021, June 2021.
• Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura, Masaaki Nagata. Improving Neural RST Parsing Model with Silver Agreement Subtrees, NAACL-HLT 2021, June 2021.
• Hidetaka Kamigaito, Peinan Zhang, Hiroya Takamura, Manabu Okumura. An Empirical Study of Generating Texts for Search Engine Advertising, NAACL-HLT 2021, June 2021.
• Chenlong Hu, Yukun Feng, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. One-class Text Classification with Multi-Modal Deep Support Vector Data Description, The 2021 Conference of the European Chapter of the Association for Computational Linguistics, Apr. 2021.
• Chenlong Hu, Yukun Feng, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. One-class Text Classification with Multi-Modal Deep Support Vector Data Description, EACL 2021, Apr. 2021.
• Hidetaka Kamigaito, Jingun Kwon, Young-In Song, Manabu Okumura. A New Surprise Measure for Extracting Interesting Relationships between Persons, EACL 2021, Apr. 2021.
• Lya Hulliyyatus Suadaa, Hidetaka Kamigaito, Manabu Okumura, Hiroya Takamura. Metric-Type Identification for Multi-Level Header Numerical Tables in Scientific Papers, The 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021), Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics, Association for Computational Linguistics (ACL), Main Volume, Page 3062–3071, Apr. 2021.  Official location  
• Soichiro Murakami, Sora Tanaka, Masatsugu Hangyo, Hidetaka Kamigaito, Kotaro Funakoshi, Hiroya Takamura, Manabu Okumura. Generating Weather Comments from Meteorological Simulations, EACL 2021, Apr. 2021.
• Hidetaka Kamigaito, Jingun Kwon, Young-In Song, Manabu Okumura. A New Surprise Measure for Extracting Interesting Relationships between Persons, EACL 2021 System demonstration, Apr. 2021.
• Soichiro Murakami, Sora Tanaka, Masatsugu Hangyo, Hidetaka Kamigaito, Kotaro Funakoshi, Hiroya Takamura, Manabu Okumura. Generating Weather Comments from Meteorological Simulations, the European Chapter of the Association for Computational Linguistics 2021, Apr. 2021.
• Lya Hulliyyatus Suadaa, Hiroya Takamura, Hidetaka Kamigaito, Manabu Okumura. Metric-Type Identification for Multi-Level Header Numerical Tables in Scientific Papers, the European Chapter of the Association for Computational Linguistics 2021, Apr. 2021.
• Riku Kawamura, Tatsuya Aoki, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. Neural text normalization leveraging similarities of strings and sounds, COLING 2020, Dec. 2020.
• Jingun Kwon, Hidetaka Kamigaito, Young-In Song, Manabu Okumura. Hierarchical Trivia Fact Extraction from Wikipedia Articles, Proceedings of the 28th International Conference on Computational Linguistics (COLING2020), Dec. 2020.
• Shogo Fujita, Tomohide Shibata, Manabu Okumura. Diverse and Non-redundant Answer Set Extraction on Community QA based on DPPs, COLING 2020, Dec. 2020.
• Jingun Kwon, Hidetaka Kamigaito, Young-In Song, Manabu Okumura. Hierarchical Trivia Fact Extraction from Wikipedia Articles, COLING 2020, Dec. 2020.
• Yukun Feng, Chenlong Hu, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. A Simple and Effective Usage of Word Clusters for CBOW Model, AACL-IJCNLP 2020, Dec. 2020.
• Tatsuya Ishigaki, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. Discourse-aware Hierarchical Attention Network for Extractive Single-Document Summarization, RANLP 2019, Sept. 2020.
• Chenlong Hu, Mikio Nakano, Manabu Okumur. AutoEncoder Guided Bootstrapping of Semantic Lexicon, PRICAI-2019, Aug. 2020.
• Soichiro Fujita, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura, Masaaki Nagata. SODA: Story Oriented Dense Video Captioning Evaluation Framework, ECCV 2020, Aug. 2020.
• Takuya Makino, Tomoya Iwakura, Hiroya Takamura, Manabu Okumura. Global Optimization under Length Constraint for Neural Text Summarization, ACL 2019, July 2020.
• Tatsuya Ishigaki, Kazuya Machida, Hayato Kobayashi, Hiroya Takamura, Manabu Okumura. Distant Supervision for Extractive Question Summarization,, ECIR 2020, Apr. 2020.
• Soichiro Fujita, Hayato Kobayashi, Manabu Okumura. Unsupervised Ensemble of Ranking Models for News Comments Using Pseudo Answers, the 42nd European Conference on Information Retrieval (ECIR 2020), Apr. 2020.
• Kazuya Machida, Tatsuya Ishigaki, Hayato Kobayashi, Hiroya Takamura, Manabu Okumura. Semi-Supervised Extractive Question Summarization Using Question-Answer Pairs, the 42nd European Conference on Information Retrieval (ECIR 2020), Apr. 2020.
• Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura, Masaaki Nagata. Top-down RST Parsing Utilizing Granularity Levels in Documents, the Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), Feb. 2020.
• Hidetaka Kamigaito, Manabu Okumura. Syntactically Look-Ahead Attention Network for Sentence Compression, The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20), Feb. 2020.
• Naoki Kobayashi, Tsutomu Hirao, Kengo Nakamura, Hidetaka Kamigaito, Manabu Okumura, Masaaki Nagata. Split or Merge: Which is Better for Unsupervised RST Parsing?, EMNLP-IJCNLP2019, Nov. 2019.
• Yukun Feng, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. A Simple and Effective Method for Injecting Word-level Information into Character-aware Neural Language Models, CoNLL2019, Nov. 2019.
• Takumi Ohtani, Hidetaka Kamigaito, Masaaki Nagata, Manabu Okumura. Context-aware Neural Machine Translation with Coreference Information, DiscoMT2019, Nov. 2019.
• Chahine Koleejan, Hiroya Takamura, Manabu Okumura. Generating Objective Summaries of Sports Matches Using Social Media, WI Conference 2019, Oct. 2019.
• Yuta Hitomi, Yuya Taguchi, Hideaki Tamori, Ko Kikuta, Jiro Nishitoba, Naoaki Okazaki, Kentaro Inui, Manabu Okumura. A Large-Scale Multi-Length Headline Corpus for Analyzing Length-Constrained Headline Generation Model Evaluation, INLG 2019, Oct. 2019.
• Jingun Kwon, Naoki Kobayashi, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. Bridging Between Emojis and Kaomojis by Learning Their Representations from Linguistic and Visual Information, IEEE/WIC/ACM International Conference on Web Intelligence, Oct. 2019.
• Naoki Kobayashi, Tsutomu Hirao, Kengo Nakamura, Hidetaka Kamigaito, Manabu Okumura, Masaaki Nagata. Split or Merge: Which is Better for Unsupervised RST Parsing?, Empirical Methods in Natural Language Processing, Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP), Association for Computational Linguistics, page 5797--5802, Sept. 2019.
• Soichiro Fujita, Hayato Kobayashi, Manabu Okumura. Dataset Creation for Ranking Constructive News Comments, ACL 2019, July 2019.
• Kai Ishikawa, Hiroya Takamura, Manabu Okumura. Dynamic Ensemble of Diversified Encodings for Event Nugget Detection, ICSC 2019, Jan. 2019.
• Yasufumi Taniguchi, Hiroya Takamura, Manabu Okumura. Generating Live Soccer-Match Commentary from Play Data, the Thirty-Third AAAI Conference on Artificial Intelligence(AAAI-19), Jan. 2019.
• Abdurrisyad Fikri, Hiroya Takamura, Manabu Okumura. Stylistically User-Specific Generation, INLG 2018, Nov. 2018.
• Hidetaka Kamigaito, Katsuhiko Hayashi, Tsutomu Hirao, Hiroya Takamura, Manabu Okumura, Masaaki Nagata. Supervised Attention for Sequence-to-Sequence Constituency Parsing, IJCNLP2017, Nov. 2018.
• Arata Ugawa, Akihiro Tamura, Takashi Ninomiya, Hiroya Takamura, Manabu Okumura. Neural Machine Translation incorporating Named Entity, COLING 2018, Aug. 2018.
• Tatsuya Aoki, Katsumasa Yoshikawa, Tetsuya Nasukawa, Hiroya Takamura, Manabu Okumura. Detecting Earthquake Survivors with Serious Mental Damage, the Pacific Association for Computational Linguistics(PACLING2017), Mar. 2018.
• Masanori Hayashi, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Judging CEFR Levels of English Learner's Essays Based on Error-type Identification and Text Quality Measures, the 18th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing 2017), 2018.
• Manabu Okumura. Japanese Sentence Compression with a Large Training Dataset, ACL2017, 2018.
• Tatsuya Ishigaki, Hiroya Takamura, Manabu Okumura. Summarizing Lengthy Questions, IJCNLP2017, 2018.
• Soichiro Hirota, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Real-Time Tweet Selection for TV News Programs, WI2017, 2018.
• Tatsuya Aoki, Hiroya Takamura, Ryohei Sasano, Manabu Okumura. Distinguishing Japanese Non-standard Usages from Standard Ones, EMNLP2017, Sept. 2017.
• Kanako Komiya, Shota Suzuki, Minoru Sasaki, Hiroyuki Shinnou, Manabu Okumura. Domain Adaptation for Word Sense Disambiguation using Word Embeddings, CICLing2017, Apr. 2017.
• Manabu Okumura, Hidetaka Kamigaito, Akihiro Tamura, Hiroya Takamura, Sumita Eiichiro. Unsupervised Word Alignment by Agreement Under ITG Constraint, EMNLP 2016, Nov. 2016.
• Manabu Okumura, Yuta Kikuchi, Graham Neubig, Ryohei Sasano, Hiroya Takamura. Controlling Output Length in Neural Encoder-Decoders, EMNLP 2016, Nov. 2016.
• Miho Matsunagi, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Acquiring Activities of People Engaged in Certain Occupations, PRICAI 2016, Aug. 2016.
• Ryohei Sasano, Manabu Okumura. A Corpus-Based Analysis of Canonical Word Order of Japanese Double Object Constructions, ACL 2016, Aug. 2016.
• Kanako Komiya, Minoru Sasaki, Hiroyuki Shinnou, Yoshiyuki Kotani, Manabu Okumura. Selecting Training Data for Unsupervised Domain Adaptation in Word Sense Disambiguation, PRICAI 2016, Aug. 2016.
• Yuta Kikuchi, Akihiko Watanabe, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Learning from Numerous Untailored Summaries, PRICAI 2016, Aug. 2016.
• Yuma Tsukamoto, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Collecting Microblog Posts Implicitly Related to an Announcement Post, IEEE/WIC/ACM International Conference on Web Intelligence, Dec. 2015.
• Manabu Okumura. A Construction of Knowledge Base for Personality Estimation based on Submitted Text Data in Twitter or Blogs, KEOD2015, Nov. 2015.
• Hidetaka Kamigaito, Taro Watanabe, Hiroya Takamura, Manabu Okumura, Eiichiro Sumita. Hierarchical Back-off Modeling of Hiero Grammar based on Non-parametric Bayesian Model, EMNLP 2015, Sept. 2015.
• Andrew Shin, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Context-Dependent Automatic Response Generation Using Statistical Machine Translation Techniques, NAACL-HLT 2015, June 2015.
• Hiromu Sugawara, Hiroya Takamura, Ryohei Sasano, Manabu Okumura. Context Representation with Word Embeddings for WSD, PACLING 2015, May 2015.
• Sarakit, P., Theeramunkong, T., Haruechaiyasak, C., Manabu Okumura. Classifying emotion in Thai youtube comments, 2015 6th International Conference on Information and Communication Technology for Embedded Systems, IC-ICTES 2015, 2015.
• Yuta Kikuchi, Tsutomu Hirao, Hiroya Takamura, Manabu Okumura, Masaaki Nagata. Single Document Summarization based on Nested Tree Structure, 2015.
• Hidetaka Kamigaito, Taro Watanabe, Hiroya Takamura, Manabu Okumura. Unsupervised Word Alignment Using Frequency Constraint in Posterior Regularized EM, 2015.
• Manabu Okumura, Yohei Yamaguchi, Masatomo Suzuki, Hiroko Okumura. Identifying Tweets that Contain a 'Heartwarming Story', KDIR2014, 2015.
• Akihiko Watanabe, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Generating Personalized Snippets for Web Page RecommenderSystems, IEEE/WIC/ACM International Conference on Web Intelligence, Aug. 2014.
• Braja Gopal Patra, Hiroya Takamura, Dipankar Das, Manabu Okumura, Sivaji Bandyopadhyay. Construction of Emotional Lexicon Using Potts Model, IJCNLP2013, 2014.
• Yuta Kikuchi, Hiroya Takamura, Manabu Okumura, Satoshi Nakazawa. Identifying a Demand towards a Company in CGM, CICLing2014, 2014.
• Mitsumasa Kubo, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Generating Live Sports Updates from Twitter by Finding Good Reporters, the 2013 IEEE/WIC/ACM International Conference on Web Intelligence (WI 13), Nov. 2013.
• Ryohei Sasano, Daisuke Kawahara, Sadao Kurohashi, Manabu Okumura. Automatic Knowledge Acquisition for Case Alternation between the Passive and Active Voices in Japanese, EMNLP2013, Oct. 2013.
• Ryohei Sasano, Sadao Kurohashi, Manabu Okumura. A Simple Approach to Unknown Word Processing in Japanese Morphological Analysis, the 6th International Joint Conference on Natural Language Processing (IJCNLP 2013), Oct. 2013.
• Hajime Morita, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Subtree Extractive Summarization via Submodular Maximization, the 51st Annual Meeting of the Association for Computational Linguistics (ACL 2013), Aug. 2013.
• Hiroaki Kawasaki, Ryohei Sasano, hiroya takamura, manabu okumura. Generating ``A for Alpha'' When There Are Thousands of Characters, the 22nd International Conference on Computational Linguistics, Dec. 2012.
• Kanako Komiya, Manabu Okumura. Automatic Domain Adaptationfor Word Sense Disambiguation Based on Comparison of Multiple Classifiers, PACLIC 26, Nov. 2012.
• Takuya Makino, Hiroya Takamura, Manabu Okumura. Balanced Coverage of Aspects for Text Summarization, The 21st ACM Conference on Information and Knowledge Management, Oct. 2012.
• Takuma Igarashi, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. The Use of Sound Symbolism in Sentiment Classification, PRICAI-2012, Sept. 2012.
• Katsumasa Yoshikawa, Ryu Iida, Tsutomu Hirao, Manabu Okumura. Sentence Compression with Semantic Role Constraints, ACL 2012, July 2012.
• Manabu Okumura, Tetsuya Motegi, Tetsuro Kobayashi, Keizo Oyama, Takahisa Suzuki. Can we predict political poll results by using blog entries?, Forty-Fifth Annual Hawaii International Conference on Systems Science, Jan. 2012.
• Hajime Morita, Takuya Makino, Tetsuya Sakai, Hiroya Takamura, Manabu Okumura. TTOKU Summarization Based Systems at NTCIR-9 1CLICK task, NTCIR9, Dec. 2011.
• Hiroya Takamura, Manabu Okumura. Potts Model on the Case Fillers for Word Sense Disambiguation, IJCNLP2011, Nov. 2011.
• Kanako Komiya, Manabu Okumura. Automatic Determination of a Domain Adaptation Method for Word Sense Disambiguation Using Decision Tree Learning, IJCNLP2011, Nov. 2011.
• Hikaru Yokono, Takaaki Hasegawa, Genichiro Kikui, Manabu Okumura. Identification of relations between answers with global constraints for Community-based Question Answering services, IJCNLP2011, Nov. 2011.
• Tomoya Iwakura, Hiroya Takamura, Manabu Okumura. A Named Entity Recognition Method based on Decomposition and Concatenation of Word Chunks, IJCNLP2011, Nov. 2011.
• Yoshimitsu Torii, Dipankar Das, Sivaji Bandyopadhyay, Manabu Okumura. Developing Japanese WordNet Affect for Analyzing Emotions, WASSA2011, June 2011.
• Hajime Morita, Tetsuya Sakai, Manabu Okumura. QUERY SNOWBALL: A CO-OCCURRENCE-BASED APPROACH TO MULTI-DOCUMENT SUMMARIZATION FOR QUESTION ANSWERING, The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies, June 2011.
• Hiroya Takamura, Hikaru Yokono, Manabu Okumura. Summarizing a document stream, 33rd European Conference on Information Retrieval, Apr. 2011.
• Dittaya Wanvarie, Hiroya TAKAMURA, Manabu OKUMURA. Accelerating the Sequence Annotation using Split Annotation with Active Learning, CICLing2011, Feb. 2011.
• Manabu Okumura. Sentiment Classification with Support Vector Machines and Multiple Kernel Functions, ICONIP 2009, Jan. 2011.
• Janpinijrut, S., Nattee, C., Kayasith, P., Manabu Okumura. Vowel-separated layout: A Thai touchscreen keyboard for people with hand movement disability, i-CREATe 2011 - International Convention on Rehabilitation Engineering and Assistive Technology, pp. 93-96, 2011.
• Ken Hagiwara, Hiroya Takamura, Manabu Okumura. Constructing Blog Entry Classifiers using Blog-level Topic Labels, AIRS2010, Dec. 2010.
• Valentin Zhikov, Hiroya Takamura, Manabu Okumura. An Efficient Algorithm for Unsupervised Word Segmentation with Branching Entropy and MDL, EMNLP2010, Oct. 2010.
• Hiroya Takamura, Manabu Okumura. Learning to Generate Summary as Structured Output, CIKM2010, Oct. 2010.
• Dittaya Wanvarie, Hiroya Takamura, Manabu Okumura. Active Learning for Sequence Labelling with Probability Re-estimation, PRICAI 2010, Sept. 2010.
• Hikaru YOKONO, Manabu OKUMURA. Incorporating Cohesive Devices into Entity Grid Model in Evaluating Local Coherence of Japanese Text, CICLing 2010, Mar. 2010.
• Hikaru YOKONO, Manabu OKUMURA. Incorporating Cohesive Devices into Entity Grid Model in Evaluating Local Coherence of Japanese Text, CICLing 2010, Mar. 2010.
• Arunee Ratikan, Konlakorn Wongpatikaseree, Cholwich Nattee, Ananlada Chotimongkol, Ausdang Thangthai, Thanaruk Theeramunkong, Manabu Okumura. Comparison of Text analysis for Thai Text-to-Speech (TTS) Application on Mobile Devices, IC-ICTES 2010, Jan. 2010.
• Arunee Ratikan, Konlakorn Wongpatikaseree, Cholwich Nattee, Ananlada Chotimongkol, Ausdang Thangthai, Thanaruk Theeramunkong, Manabu Okumura. Comparison of Text analysis for Thai Text-to-Speech (TTS) Application on Mobile Devices, IC-ICTES 2010, Jan. 2010.
• Manabu Okumura. Automatic Named Entity Translation Extraction for Languages without Explicit Word Boundary, IC-ICTES 2010, Jan. 2010.
• Manabu Okumura, Kiyoaki Shirai, Kanako Komiya, Hikaru Yokono. SemEval-2010 Task: Japanese WSD, SemEval 2010, Jan. 2010.
• Kobkrit Viriyayudhakorn, Cholwich Nattee, Thanaruk Theeramunkong, Thepchai Supnithi, Manabu Okumura. Automatic Named Entity Translation Extraction for Languages without Explicit Word Boundary, Proc. of the International Conference on Information and Communication Technology for Embedded Systems(IC-ICTES 2010), Jan. 2010.
• Viriyayudhakorn, K., Theeramunkong, T., Nattee, C., Supnithi, T., Manabu Okumura. Automatic extraction of thai-english term translations and synonyms from medical web using iterative candidate generation with association measures, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 5669 LNAI, pp. 141-155, 2010.
• Kashino, Wakako, Manabu Okumura. An Approach toward Register Classification of Book Samples in the Balanced Corpus of Contemporary Written Japanese, 24th Pacific Asia Conference on Language, Information and Computation, PACLIC 24, PROCEEDINGS OF THE 24TH PACIFIC ASIA CONFERENCE ON LANGUAGE, INFORMATION AND COMPUTATION, WASEDA UNIV, INST DIGITAL ENHANCEMENT COGNITIVE DEVELOPMENT, pp. 433-438, 2010.
• Tanasanee Phienthrakul, Boonserm Kijsirikul, Hiroya Takamura, Manabu Okumura. Sentiment Classification with Support Vector Machines and Multiple Kernel Functions, 16th International Conference on Neural Information Processing, Dec. 2009.
• Tomoki Kondo, Hidetsugu Nanba, Toshiyuki Takezawa, Manabu Okumura. Technical Trend Analysis by Analyzing Research Papers' Titles, the 4th Language & Technology Conference(LTC 2009), Nov. 2009.
• Kazuho Hirahara, Hidetsugu Nanba, Toshiyuki Takezawa, Manabu Okumura. Automatic Evaluation of Texts by Using Paraphrases, the 4th Language & Technology Conference(LTC 2009), Nov. 2009.
• Hiroya Takamura, Manabu Okumura. Text Summarization Model based on the Budgeted Median Problem, CIKM 2009, Nov. 2009.
• Hidetsugu Nanba, Manabu Okumura. Automatic Translation of Scholarly Terms into Patent Terms, the 2nd International Workshop on Patent Information Retrieval, Nov. 2009.
• Hajime Morita, Hiroya Takamura, Manabu Okumura. Structured Output Learning with Polynomial Kernel, RANLP-09, Sept. 2009.
• Kritsada Sriphaew, Hiroya Takamura, Manabu Okumura. Cool Blog Classification from Positive and Unlabled Examples, PAKDD2009, pp. 62-73, Apr. 2009.
• Hiroya Takamura, Manabu Okumura. Text Summarization Model based on Maximum Coverage Problem and its Variant, EACL 2009, Mar. 2009.
• Kazunari Sugiyama, Manabu Okumura. Semi-supervised Clustering for Word Instances and Its Effect on Word Sense Disambiguation, CICLing 2009, Mar. 2009.
• Takashi Inui, Manabu Okumura. Investigating the Characteristics of Causal Relations in Japanese Text, The 43rd Annual Meeting of the Association for Computational Linguistics, Workshop on Frontiers in Corpus Annotation II: Pie in the Sky, Feb. 2009.
• Norifumi Murayama, Manabu Okumura. Statistical Model for Japanese Abbreviations, the Tenth Pacific Rim International Conference on Artificial Intelligence, pp. 260-272, Dec. 2008.
• Kritsada Sriphaew, Hiroya Takamura, Manabu Okumura. Cool Blog Identification using Topic-based Models, International Conference on Web Intelligence-2008, pp. 402-406, Dec. 2008.
• Daisuke Ikeda, Hiroya TAKAMURA, Manabu Okumura. Learning to Shift the Polarity of Words for Sentiment Classification, IJCNLP 2008, pp. 296--303, Nov. 2008.
• Daisuke Ikeda, Hiroya Takamura, Manabu Okumura. Semi-supervised Learning for Blog Classification, the Twenty-Third AAAI, pp. 1156-1161, July 2008.
• Thanaruk Theeramunkong, Kritsada Sriphaew, Manabu Okumura. Applying Latent Semantic Indexing in Frequent Itemset Mining for Document Relation Discovery, PAKDD 2008, pp. 731--738, Mar. 2008.
• Yasunari Miyabe, Hiroya TAKAMURA, Manabu Okumura. Identifying Cross-Document Relations between Sentences, IJCNLP 2008, pp. 141--148, Jan. 2008.
• akeshi Abekawa, Manabu Okumura. Collecting object-attribute noun pairs and constructing concept graphs for the argument of adjectives from Japanese N1-Adj-N2 constructions, Empirical Methods for Asian Language Processing Workshop, pp. 80-91, Jan. 2008.
• Kazunari Sugiyama, Manabu Okumura. Personal Name Disambiguation in Web Search Results Based on a Semi-Supervised Clustering Approach, the 10th International Conference on Asian Digital Libraries, Dec. 2007.
• Daisuke Ikeda, Hiroya Takamura, Lev-Arie Ratinov, Manabu Okumura. Learning to Shift the Polarity of Words for Sentiment Classification, Proceedings of the 3rd International Joint Conference on Natural Language Processing (IJCNLP-08), Dec. 2007.
• Norifumi Murayama, Tomoyuki Nanno, Manabu Okumura. Bootstraping Information Extraction Using Regularity of Web Pages, WWW/Internet 2007, Oct. 2007.
• Akihiro Tamura, Hiroya Takamura, Manabu Okumura. Japanese Dependency Analysis Using Ancestor-Descendant Relations, Conference on Empirical Methods in Natural Language Processing (EMNLP), June 2007.
• Kazuko Takahashi, Hiroya Takamura, Manabu Okumura. Estimation of Class Membership Probabilities in the Document Classification, PAKDD'07, May 2007.
• Hiroya Takamura, Takashi Inui, Manabu Okumura. Extracting Semantic Orientations of Phrases from Dictionary, Apr. 2007.
• Takashi Inui, Hiroya Takamura, Manabu Okumura. Latent Variable Models for Causal Knowledge Acquisition, Feb. 2007.
• Takeshi Abekawa, Manabu Okumura. Japanese Dependency Parsing Using Co-occurrence Information and a Combination of Case Elements, COLING/ACL, 2006.
• Yasuko Senda, Yasusi Sinohara, Manabu Okumura. Automatic Terminology Intelligibility Estimation for Readership-Oriented Technical Writing, LREC, 2006.
• Taichi Noro, Takashi Inui, Hiroya Takamura, Manabu Okumura. Time Period Identification of Events in Text, COLING/ACL, 2006.
• Hiroya Takamura, Takashi Inui, Manabu Okumura. Latent Variable Models for Semantic Orientations of Phrases, 11th Conference of the European Chapter of the Association for Computational Linguistics, pp. 201-208, 2006.
• Daisuke Ikeda, Toshiaki Fujiki, Manabu Okumura. Automatically Linking News articles to Blog entries, AAAI Spring Symposium on Computational Approaches to Analyzing Weblogs, pp. 78-82, 2006.
• Tomoyuki Nanno, Manabu Okumura. HTML2RSS: Automatic Generation of RSS Feed Based on Structure Analysis of HTML Document, 15th International World Wide Web Conference, 2006.
• Manabu Okumura, Suguru Saito. Automatic construction of a Japanese onomatopoeic dictionary using text data on the WWW, 11th International Conference on Applications of Natural Language to Information Systems, NLDB 2006, pp. 209-215, 2006.
• Yasuhiro Suzuki, Hiroya Takamura, Manabu Okumura. Application of Semi-supervised Learning to Evaluative Expression Classification, 6th International Conference on Intelligent Text Processing and Computational Linguistics (CICLing-2006), pp. 502-513, 2006.
• Hidetsugu Nanba, Manabu Okumura. An Automatic Method for Summary Evaluation Using Multiple Evaluation Results by a Manual Method, COLING/ACL, pp. 603-610, 2006.
• Yasuko Senda, Manabu Okumura. Automatic Terminology Intelligibility Estimation for Readership-Oriented Technical Writing, LREC, 2006.
• Hiroya Takamura, Takashi Inui, Manabu Okumura. Extracting Semantic Orientations of Words using Spin Model, Proceedings of the 43rd Annual Meeting of the Association for Computational Linguistics (ACL2005), pp. 133-140, June 2005.
• Kenji Yoshihashi, TAKESHI ABEKAWA, KIKUKO NISHINA, Manabu Okumura. XPathを用いた日本語文からの複合要素検索, 言語処理学会第11回年次大会発表論文集, 言語処理学会, Mar. 2005.
• Kikuko NISHINA, Manabu OKUMURA, Takeshi ABEKAWA, 戸次徳久, Yutaka YAGI, Slaven BILAC, Liang FU. Asunaro CALL System:Combining Multilingual with Multimedia, International Symposium on Large-scale Knowledge Resources LKR2004, pp. 69-72, 2004.
• KIKUKO NISHINA, Manabu Okumura. Development of a Japanese CALL System Asunaro for Asian students, 特定領域研究 ｢高等教育改革に資するマルチメディアの高度利用に関する研究」, pp. 139-148, Mar. 2003.
• KIKUKO NISHINA, Manabu Okumura. Development of a Japanese CALL System Asunaro, 41st Annual Meeting of the Association for Computational Linguistics, pp. 1-2, 2003.
• TAKESHI ABEKAWA, Yutaka Yagi, 戸次徳久, shigeki sugimoto, 傅亮, KIKUKO NISHINA, Manabu Okumura. 日本語学習システム「あすなろ」開発の新しい展開, 情報処理学会第65回全国大会 ３T６－２, 2003.
• KIKUKO NISHINA, Manabu Okumura. 日本語学習支援システム「あすなろ」における新機能への展開, ニュースレター高等教育改革とマルチメディア第7号2003, No. 7, pp. 18-19, 2003.
• TAKESHI ABEKAWA, Yutaka Yagi, TAKASHI SAWATANI, 戸次徳久, Manabu Okumura, KIKUKO NISHINA, shigeki sugimoto. Development of Japanese Reading System of Multi-Lingual Environment Asunaro, Castel/J 2002 Proceedings-The Third International Conference on Computer Assisted Systems For Teaching & Learning Japanese Computer Technology and Japanese Language Education, 日本語教育支援システム研究会, pp. 71-74, July 2002.
• KIKUKO NISHINA, Manabu Okumura, Yutaka Yagi, 戸次 徳久, TAKASHI SAWATANI, 傅 亮, shigeki sugimoto, TAKESHI ABEKAWA. 構文表示と多言語インターフェースを備えた日本語読解学習支援システムの開発, Proceedings of The Eighth Annual Meeting of The Association for Natural Language Processing, 言語処理学, pp. 228-231, Mar. 2002.
• KIKUKO NISHINA, Manabu Okumura, Yutaka Yagi, TAKASHI SAWATANI, 戸次徳久, shigeki sugimoto, 傅 亮, TAKESHI ABEKAWA. A Call System for Japanese Language equipped with Interfaces of Multi-functions - Development of ASUNARO, 特定領域研究（A) 「高等教育改革に資するマルチメデｲアの高度利用に関する研究」, No. 120, pp. 81-84, 2001.
• KIKUKO NISHINA, Manabu Okumura. やさしい科学技術日本語読解入門―多言語対応オンライン科学技術日本語学習支援読解教材としての利用法―, 日本語教育方法研究会, Vol. 7, No. 1, pp. 16-17, Mar. 2000.
• 戸次徳久, KIKUKO NISHINA, Manabu Okumura, shigeki sugimoto, Yutaka Yagi, TAKESHI ABEKAWA, Fu Liang. A Study on the Display of the Results of a Parser and Particle Equivalents, and the Use of the History Data -Through the history data and a questionnaire-, Journal of Technical Japanese Education, No. 2, pp. 22-29, 2000.
• KIKUKO NISHINA, Manabu Okumura, shigeki sugimoto, Yutaka Yagi, TAKESHI ABEKAWA, 戸次徳久. Development of an Online Support System ASUNARO for Technical Japanese Comprehension, The Sixth Joint Conference of Educational Technology, 教育工学関連学協会連合, Vol. 第1分冊, No. JCET2000, pp. 495－498, 2000.
• KIKUKO NISHINA, Manabu Okumura. A Study on the Entry Format for a multilingual Dictionary Linked to an online Technical Japanese System, Japanese Language Education Method, Vol. 6, No. 2, pp. 32-33, Sept. 1999.
• KIKUKO NISHINA, Manabu Okumura, Virach. Development of Multilingual Dictionary fo Technical Japanese Online System, Japanese Language Teaching Method, Vol. 6, No. 1, pp. 38-39, Mar. 1999.
• Arata Ugawa, Akihiro Tamura, Takashi Ninomiya, Hiroya Takamura, Manabu Okumura. Neural Machine Translation incorporating Named Entity, COLING 2018.
• Abdurrisyad Fikri, Hiroya Takamura, Manabu Okumura. Stylistically User-Specific Generation, INLG 2018.
• Yasufumi Taniguchi, Hiroya Takamura, Manabu Okumura. Generating Live Soccer-Match Commentary from Play Data, the Thirty-Third AAAI Conference on Artificial Intelligence(AAAI-19).

Domestic Conference (Reviewed)

• Tatsuya Ishigaki, Kazuya Machida, Hayato Kobayashi, Hiroya Takamura, Manabu Okumura. Distant Supervision for Extractive Question Summarization, the 42nd European Conference on Information Retrieval (ECIR 2020), Apr. 2020.
• Takuya Makino, 岩倉友哉, Hiroya Takamura, Manabu Okumura. Minimum Risk Training に基づく要約モデルの出力長制御, 言語処理学会第24回年次大会, Mar. 2018.
• Naofumi Kanazawa, Hiroya Takamura, Manabu Okumura. 文書要約のための一貫性モデル, 言語処理学会第24回年次大会, Mar. 2018.
• Yasufumi Taniguchi, Hiroya Takamura, Manabu Okumura. プレイデータからのサッカーの速報テキスト生成, 言語処理学会第24回年次大会, Mar. 2018.
• Riki Arai, Hiroya Takamura, Manabu Okumura. 商品レビューにおける評価極性変化の同定, 言語処理学会第24回年次大会, Mar. 2018.
• Naoki Kobayashi, 田村晃裕, 二宮崇, Hiroya Takamura, Manabu Okumura. 双方向翻訳のための中間表現制約を用いたニューラル機械翻訳, 言語処理学会第24回年次大会, Mar. 2018.
• Arata Ugawa, 田村晃裕, 二宮崇, Hiroya Takamura, Manabu Okumura. 固有表現情報を用いたニューラル機械翻訳, 言語処理学会第24回年次大会, Mar. 2018.
• Shun Hasegawa, 田中 駿, 山本 悠二, Hiroya Takamura, Manabu Okumura. 事前学習と汎化タグによる方言翻訳の精度向上, 情報処理学会第233回自然言語処理研究会, Oct. 2017.
• Tatsuya Ishigaki, Hiroya Takamura, Manabu Okumura. 「長文質問」のための抽出型及び生成型要約, 情報処理学会第232回自然言語処理研究会, July 2017.
• Tatsuya Aoki, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. ソーシャルメディアにおける俗語の検出, 言語処理学会第23回年次大会, Mar. 2017.
• Shun Hasegawa, 菊池悠太, Hiroya Takamura, Manabu Okumura. 大規模データを用いた日本語文圧縮, 言語処理学会第23回年次大会, Mar. 2017.
• Soichiro Murakami, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. 数値予報マップからの天気予報コメントの自動生成, 言語処理学会第23回年次大会, Mar. 2017.
• Takafumi Sakakibara, Ryohei Sasano, Hiroya Takamura, 目黒 光司, Manabu Okumura. 付与根拠箇所推定に基づく特許文書へのFターム付与, 言語処理学会第23回年次大会, Mar. 2017.
• Tatsuya Aoki, 那須川哲哉, 吉川克正, Hiroya Takamura, Manabu Okumura. 震災被災者のソーシャルメディア分析を通じたメンタルケアの可能性, 第10回テキストマイニングシンポジウム, Feb. 2017.
• Ryohei Sasano, Manabu Okumura. 大規模コーパスに基づく日本語二重目的語構文の基本語順に関する考察, 日本言語学会 第151回大会, Nov. 2015.
• Akihiro Tamura, Taro Watanabe, Eiichiro Sumida, Hiroya Takamura, Manabu Okumura. 係り受け木における機械翻訳のための品詞の教師なし学習, 情報処理学会論文誌, Vol. 55, No. 7, pp. 1665-1680, July 2014.
• 平原一帆, Hidetsugu Nanba, 竹澤寿幸, Manabu Okumura. 言い換えを用いたテキストの自動評価, Jan. 2011.
• Kouhei Tomita, Hiroya Takamura, Manabu Okumura. 重要文抽出と文圧縮を組み合わせた新たな抽出的要約手法, 情報処理学会自然言語処理研究会, Jan. 2009.
• Kazuki Jimbo, Hiroya Takamura, Manabu Okumura. 拡張Potts Modelを用いたクロスワードパズルの解き方, 第22回人工知能学会全国大会, June 2008.
• Kazunari SUGIYAMA, Manabu Okumura. 用例のクラスタリング結果を利用した語義曖昧性解消手法, 言語処理学会第14回年次大会, Mar. 2008.
• 大塚裕子, 森本郁代, 水上悦雄, 富田英司, 鈴木佳奈, 竹内和広, 中野美香, 山内保典, 武井紀子, 丸元聡子, 岩倉成志, 柏岡秀紀, Manabu Okumura. 話し合いの力を育成する自律型対話プログラムの開発, 言語処理学会第14回年次大会, Mar. 2008.
• 釜屋英昭, Hidetsugu Nanba, 竹澤寿幸, Manabu Okumura. 論文用語の特許用語への自動変換, 言語処理学会第14回年次大会, Mar. 2008.
• 平原一帆, Hidetsugu Nanba, 竹澤寿幸, Manabu Okumura, 平尾努. 原文からの抜粋度合を考慮した要約の自動評価法, 言語処理学会第14回年次大会, Mar. 2008.
• Daisuke Kamishiro, Hiroya Takamura, Manabu Okumura. 物語テキストにおけるキャラクタ関係図自動構築, 言語処理学会第14回年次大会, Mar. 2008.
• 水上悦雄, 森本郁代, 鈴木佳奈, 大塚裕子, 竹内和広, 東新順一, Manabu Okumura, 柏岡秀紀. 話し合いにおけるコミュニケーションプロセスの評価法について, 言語処理学会第14回年次大会, Mar. 2008.
• Dittaya Wanvarie, Hiroya Takamura, Manabu Okumura. Simplicity Bias for Semi-Supervised Parser, 言語処理学会第14回年次大会, Mar. 2008.
• 丸元聡子, Taizan Suzuki, 大塚裕子, 伊藤裕美, Takashi Inui, Manabu Okumura. 空港計画における対話型意見収集システムの実装と課題, 言語処理学会第14回年次大会, Mar. 2008.
• Hiroya Takamura, Manabu Okumura. 文書要約の最大充足化問題によるモデル化, 情報処理学会自然言語処理研究会, pp. 23-30, Jan. 2008.
• Yuichi Saegusa, 服部 哲, 速水治夫, Manabu Okumura. Wikipediaの語彙資源を利用したインタラクティブ型Web質問応答システム, 情報処理学会「マルチメディア，分散，協調とモバイル(DICOMO2008)」, pp. 1793--1802, Jan. 2008.
• 大塚裕子, 森本郁代, 水上悦雄, 富田英司, 鈴木佳奈, 竹内和広, 山内保典, 武井紀子, 岩倉成志, 柏岡秀紀, Manabu Okumura. 大学教育におけるグループ・ディスカッション授業の設計法および評価法の研究, 第三回議論学国際学術会, Jan. 2008.
• Kazunari SUGIYAMA, Manabu Okumura. 単語の用例の半教師有りクラスタリング, 情報処理学会自然言語処理研究会, Jan. 2008.
• Sato Sato, 伍井 啓恭, Manabu Okumura. 製品マニュアル文からの質問自動生成, 2018年度人工知能学会全国大会（第32回）.
• Kokurin, Hiroya Takamura, Manabu Okumura. ニューラル機械翻訳モデルを用いたマルチソース文法誤り訂正, 2018年度 人工知能学会全国大会（第32回）.
• Kai Ishikawa, Hiroya Takamura, Manabu Okumura. イベント知識抽出のための畳み込みニューラルネットワーク, 2018年度 人工知能学会全国大会（第32回）.
• Tatsuya Ishigaki, Kazuya Machida, 小林 隼人, Hiroya Takamura, Manabu Okumura. Distant Supervisionによる質問要約, 情報処理学会第236回自然言語処理研究発表会.
• Soichiro Fujita, 小林 隼人, Manabu Okumura. 建設的ニュースコメントの順位付けのためのデータセット構築, 情報処理学会第236回自然言語処理研究発表会.

International Conference (Not reviewed / Unknown)

• Toshiki Kawamoto, Masaki Tashiro, Takamichi Nakamoto, Manabu Okumura. Creating Linguistic Embedding Space for Odors, 2024 IEEE International Symposium on Olfaction and Electronic Nose (ISOEN), May 2024.
• Hajime Morita, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. TTOKU Summarization Based Systems at NTCIR-10 1CLICK-2 task, the 10th NTCIR Conference, June 2013.

Domestic Conference (Not reviewed / Unknown)

• Haruki Kido, Aru Maekawa, Satoshi Kosugi, Kotaro Funakoshi, Manabu Okumura. R2T: 言語モデルの確率操作による学習なし中間文生成, 言語処理学会第30回年次大会, Mar. 2024.
• Yuichiro Mori, Aru Maekawa, Satoshi Kosugi, Kotaro Funakoshi, Hiroya Takamura, Manabu Okumura. サッカー実況中継を付加的情報の提供という側面から見る, 言語処理学会第30回年次大会, Mar. 2024.
• Aru Maekawa, Satoshi Kosugi, Kotaro Funakoshi, Manabu Okumura. テキスト生成モデルを利用したデータセット蒸留, 言語処理学会第30回年次大会, Mar. 2024.
• Toshiki Kawamoto, Masaki Tashiro, TAKAMICHI NAKAMOTO, Manabu Okumura. 匂いに関する言語埋め込み空間の作成, 人工知能学会全国大会, 2023.  Official location  
• Toshiki Kawamoto, Takato Yamazaki, Toshinori Satou, Manabu Okumura. 大規模汎用言語モデルによるペルソナを考慮した応答生成, 言語処理学会 第28回年次大会, Mar. 2022.
• Toshiki Kawamoto, Shun Hasegawa, Hidetaka Kamigaito, Kotaro Funakoshi, Manabu Okumura. 傾聴の応答で繰り返される語句の検出性能の向上, 言語処理学会 第27回年次大会, Mar. 2021.
• Tomoaki Takeshita, Hidetaka Kamigaito, Kotaro Funakoshi, Hiroya Takamura, Manabu Okumura. 関連タスクの予測確率分布を用いるsoft-gatedBERTによる対話印象分類, 言語処理学会第27回年次大会, Mar. 2021.
• Yuta Kikuchi, Graham Neubig, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Encoder-Decoder モデルにおける出力長制御, 情報処理学会 第227回自然言語処理研究会, July 2016.
• Masanori Hayashi, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. 誤り傾向と文の容認性に着目した英作文のレベル判定, 情報処理学会 第227回自然言語処理研究会, July 2016.
• Miho Matsunagi, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. 職業ごとの行動に関する知識の収集, 情報処理学会 第222回自然言語処理研究会, July 2015.
• Soichiro Hirota, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. テレビ番組をより楽しむための実時間ツイート選択システム, 言語処理学会 第21回年次大会, Mar. 2015.
• Hiroki Takimoto, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. 施設配置問題に基づく同一料理のレシピ集合からの基本手順の抽出, 言語処理学会 第21回年次大会, Mar. 2015.
• Koji Meguro, Ryohei Sasano, Takafumi Sakakibara, Yuta Kikuchi, Hiroya Takamura, Manabu Okumura. Fターム概念ベクトルを用いた特許検索システムの改良, 言語処理学会 第21回年次大会, Mar. 2015.
• Hiromu Sugawara, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. 単語の分散表現を用いた語義曖昧性解消, 言語処理学会 第21回年次大会, Mar. 2015.
• Yuji Kihara, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. 複数のソーシャルメディアアカウントの関連付け防止システムの構築, 情報処理学会 第216回自然言語処理研究会, May 2014.
• Andrew Shin, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Context-Dependent Automatic Response Generation Using Statistical Machine Translation Techniques, 言語処理学会 第20回年次大会, Mar. 2014.
• Akihiko Watanabe, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. Webページ推薦システムにおけるユーザ指向型スニペット生成, 言語処理学会 第20回年次大会, Mar. 2014.
• Yuma Tsukamoto, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. マイクロブログ上の告知投稿に対する非明示的な関連投稿の収集, 情報処理学会 第214回自然言語処理研究会, Nov. 2013.
• Soichiro Hirota, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. 方言コーパス収集システムの構築, 第27回人工知能学会全国大会, June 2013.
• unknown unknown, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. 劣モジュラ最大化アルゴリズムを用いた文抽出と文圧縮に基づくクエリ指向要約, 言語処理学会 第19回年次大会, Mar. 2013.
• Ryohei Sasano, Daisuke Kawahara, Sadao Kurohashi, Manabu Okumura. 構文・述語項構造解析システムKNPの解析の流れと特徴, 言語処理学会 第19回年次大会, Mar. 2013.
• Mitsumasa Kubo, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. “良い実況者” に着目した Twitter からのスポーツ速報生成, 言語処理学会 第19回年次大会, Mar. 2013.
• 森田 一, Manabu Okumura, 東中 竜一郎, 松尾 義博. 長い系列データに対するMarkov Logic Networkの適用, 情報処理学会研究報告. 自然言語処理研究会報告, 一般社団法人情報処理学会, Vol. 2012, No. 3, pp. 1-6, Nov. 2012.
• Yuto Suzuki, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. リムる・ドヤる・ポジる・パフェる -Webを用いたカタカナ動詞の言い換え・語源の獲得-, 情報処理学会 第209回自然言語処理研究会, Nov. 2012.
• Naoya Nakamura, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. 隣接するツイート間の関係を考慮したマイクロブログのトピック推定, 情報処理学会 第209回自然言語処理研究会, Nov. 2012.
• 鈴木 順友, 大塚 裕子, Manabu Okumura, 山口 洋平. 読み手視点からの"Heart Warming Story"を含むTweetsの自動検出, 電子情報通信学会技術研究報告. TL, 思考と言語, 一般社団法人電子情報通信学会, Vol. 112, No. 267, pp. 13-18, Oct. 2012.
• 鈴木 順友, 大塚 裕子, Manabu Okumura, 山口 洋平. 読み手視点からの"Heart Warming Story"を含むTweetsの自動検出, 電子情報通信学会技術研究報告. NLC, 言語理解とコミュニケーション, 一般社団法人電子情報通信学会, Vol. 112, No. 268, pp. 13-18, Oct. 2012.
• Ryohei Sasano, Daisuke Kawahara, Sadao Kurohashi, Manabu Okumura. 大規模語彙的知識に基づく受身形と能動形の表層格の対応付け, 情報処理学会 第207回自然言語処理研究会, July 2012.
• 菊池 悠太, 高村 大也, Manabu Okumura. 属性-評価ペアを単位とした評判情報の要約, 研究報告音声言語情報処理（SLP）, 一般社団法人情報処理学会, Vol. 2012, No. 1, pp. 1-8, May 2012.
• Takuma Igarashi, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. オノマトペの音象徴を利用した評判分析, 言語処理学会 第18回年次大会, Mar. 2012.
• Hiroaki Kawasaki, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. テキストコーパスを用いた漢字詳細読みの自動生成, 言語処理学会 第18回年次大会, Mar. 2012.
• Manabu Okumura, BUTLER Alastair, 佐藤 健, 津田 宏治, 坊農 真弓, 古山 宣洋. isAI 2011報告, 人工知能学会誌 = Journal of Japanese Society for Artificial Intelligence, Vol. 27, No. 2, pp. 218-222, Mar. 2012.
• Manabu Okumura. マイクロブログマイニングの現在, 電子情報通信学会技術研究報告. NLC, 言語理解とコミュニケーション, 一般社団法人電子情報通信学会, Vol. 111, No. 427, pp. 19-24, Jan. 2012.
• Hiroaki Kawasaki, Ryohei Sasano, Hiroya Takamura, Manabu Okumura. テキストコーパスを用いた漢字詳細読みの自動生成, 電子情報通信学会 第59回福祉情報工学研究会, Aug. 2011.
• 森田 一, 高村 大也, Manabu Okumura. 評価語の相互依存関係を考慮した三つ組抽出, 電子情報通信学会技術研究報告. NLC, 言語理解とコミュニケーション, 一般社団法人電子情報通信学会, Vol. 111, No. 119, pp. 89-93, June 2011.
• 古宮 嘉那子, Manabu Okumura. 語義曖昧性解消のための領域適応手法の自動選択, 研究報告自然言語処理（NL）, 情報処理学会, Vol. 2010, No. 5, pp. 1-6, Sept. 2010.
• 河野将弘, Manabu Okumura, Takenobu Tokunaga, 三浦菊佳, 山田一郎, 住吉英樹, 八木伸行. CRFを用いたテレビ番組クローズドキャプションからの質問-解答対自動抽出, 言語処理学会第14回年次大会, Mar. 2008.
• NA, Hiroya Takamura, Manabu Okumura. blog分類のための半教師有り学習, 情報処理学会自然言語処理研究会, Jan. 2008.
• NA, Hiroya Takamura, Lev-Arie Ratinov, Manabu Okumura. 単語極性反転モデルによる評価文分類, 情報処理学会研究報告, 自然言語処理研究会, July 2007.
• Akihiro Tamura, Hiroya Takamura, Manabu Okumura. 符号化問題として解く日本語係り受け解析, 情報処理学会自然言語処理研究会, No. 176, Nov. 2006.
• 山田一郎, 三浦菊佳, 住吉英樹, 八木伸行, Manabu Okumura, Takenobu Tokunaga. AdaBoostを利用した字幕テキストからの定型表現文章区間抽出, 自然言語処理研究会, 情報処理学会, Vol. NL-174, pp. 25-30, July 2006.
• 村山紀文, Manabu Okumura. Noisy-channel modelを用いた略語自動推定, 言語処理学会第１２回年次大会, Mar. 2006.
• Hideaki Kamaya, Hidetsugu Nanba, Manabu Okumura. 特許、論文間の引用関係を用いた論文用語の特許用語への変換, 言語処理学会第１２回年次大会, Mar. 2006.
• 山田一郎, 三浦菊佳, 住吉英樹, 八木伸行, Manabu Okumura, Takenobu Tokunaga. AdaBoostを利用した字幕テキストからの定型表現抽出の検討, 言語処理学会第12回年次大会, 言語処理学会第12回年次大会予稿集, pp. 101-104, Mar. 2006.
• Hiroya Takamura, Takashi Inui, Manabu Okumura. 複数語からなる評価表現のモデル化, 言語処理学会第１２回年次大会, pp. 524-527, Mar. 2006.
• 安善奈津美, Hidetsugu Nanba, 相沢輝昭, Manabu Okumura. 特許，論文データベースを統合した検索環境の構築, 言語処理学会第１２回年次大会, Mar. 2006.
• TAKESHI ABEKAWA, Manabu Okumura. 形容詞を用いた対象・属性名詞対の収集および分析, 言語処理学会第１２回年次大会, Mar. 2006.
• 高橋和子, Hiroya Takamura, Manabu Okumura. 分類スコアに基づいたクラス事後確率の推定, 言語処理学会第１２回年次大会, Mar. 2006.
• Akihiro Tamura, Hiroya Takamura, Manabu Okumura. 質問事項の抽出とその依存関係の特定, 言語処理学会第１２回年次大会, Mar. 2006.
• Taichi Noro, Takashi Inui, Hiroya Takamura, Manabu Okumura. イベントの生起時間帯判定, 言語処理学会第１２回年次大会, Mar. 2006.
• DAISUKE IKEDA, TOMOYUKI NANNO, Manabu Okumura. blogの著者の性別推定, 言語処理学会第１２回年次大会, Mar. 2006.
• Yasunari Miyabe, Hiroya Takamura, Manabu Okumura. 文書横断文間関係の特定, 言語処理学会第１２回年次大会, pp. 496-499, Mar. 2006.
• Takashi Inui, Hiroya Takamura, Manabu Okumura. 因果関係知識獲得のための隠れ変数モデル, 言語処理学会第１２回年次大会, Mar. 2006.
• Makoto Yoshida, Takashi Kobayashi, Hideaki Namba, Manabu Okumura, Haruo Yokota. Research Mining:研究論文データベースからの研究のマクロな流れの抽出, 第 14 回電子情報通信学会データ工学ワークショップ(DEWS2003) 論文集,, No. 7-P-1, Mar. 2003.
• Tatsuya Ishigaki, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. 談話構造を考慮する階層的注意機構による抽出型ニューラル単一文書要約, 言語処理学会第25回年次大会.
• Takumi Ohtani, Hidetaka Kamigaito, 永田昌明, Manabu Okumura. 共参照解析を利用した複数文翻訳モデルの提案, 言語処理学会第25回年次大会.
• Naoki Kobayashi, Tsutomu Hirao, Hidetaka Kamigaito, Manabu Okumura, 永田昌明. 階層構造を考慮したトップダウン談話構造解析, 言語処理学会第25回年次大会.
• Sato Sato, Hidetaka Kamigaito, Hiroya Takamura, Manabu Okumura. ニューラル機械翻訳の品質向上に向けた原言語における言い換え, 言語処理学会第25回年次大会.
• Yuta Hitomi, 田口雄哉, 田森秀明, 菊田洸, 西鳥羽二郎, Naoaki Okazaki, Kentaro Inui, Manabu Okumura. 出力長制御を考慮した見出し生成モデルのための大規模コーパス, 言語処理学会第25回年次大会.
• Kazuya Machida, 小林隼人, Hiroya Takamura, Manabu Okumura. 質問-回答対を利用した半教師有り抽出型質問要約, 言語処理学会第25回年次大会.

Other Publication

• Manabu Okumura, 白井清昭. 代表性のあるコーパスを利用した日本語意味解析, 人工知能学会論文誌, Vol. 24, No. 5, Sept. 2009.
• Manabu Okumura. ブログマイニング技術の最新動向, 電子情報通信学会誌, Vol. 91, No. 12, pp. 1054-1059, Dec. 2008.
• Manabu Okumura. ブログにおける偏り補正のための書き手のプロファイリング, 人工知能学会誌, Vol. 23, No. 6, pp. 798-802, Nov. 2008.
• unknown unknown, Takashi Inui, Hiroya Takamura, Manabu Okumura. 自由対話における共話現象の分析, 言語処理学会第13回年次大会, pp. 318--321, 2007.
• 丸元聡子, 岩佐賢治, Atsuhisa Suzuki, Hiromitsu Yajima, Manabu Okumura, TETSUO YAI. 市民参画型道路計画における対話支援, 交通工学, Vol. 42, No. 2, pp. 47-57, 2007.
• 山本瑞樹, Takashi Inui, Hiroya Takamura, Manabu Okumura. 自由回答中の要望とその根拠の同定, 言語処理学会第13回年次大会, pp. 424--427, 2007.
• Takashi Inui, Manabu Okumura. テキスト評価分析の技術とその応用, 情報処理, Vol. 48, No. 9, pp. 995--1000, 2007.
• 大塚裕子, Takashi Inui, Manabu Okumura. 市民参画型道路計画における対話支援, 言語処理学会第13回年次大会, pp. 302--305, 2007.
• Manabu Okumura. blogマイニング--インターネット上のトレンド, 意見分析を目指して--, 人工知能学会誌, Vol. 21, No. 4, pp. 424-429, 2006.

Patent

• Manabu Okumura, Naoki Kobayashi, Hidetaka Kamigaito. 修辞構造解析学習方法装置、システム、修辞構造解析の学習方法、及びプログラム. Patent. Published. 国立大学法人東京工業大学, 日本電信電話株式会社. 2022/02/17. 特願2022-023273. 2023/08/29. 特開2023-120073. 2023.
• Hidetaka Kamigaito, Kenji Fukushima, Manabu Okumura. 木構造推定装置、パラメタ学習装置、木構造推定方法、パラメタ学習方法、及びプログラム. Patent. Registered. 国立大学法人東京工業大学, 日本電信電話株式会社. 2021/03/05. 特願2021-035375. 2022/09/15. 特開2022-135518. 特許第7457332号. 2024/03/19 2024.
• Hidetaka Kamigaito, Naoki Kobayashi, Manabu Okumura. パラメタ最適化装置、パラメタ最適化方法、及びプログラム. Patent. Registered. 国立大学法人東京工業大学, 日本電信電話株式会社. 2021/03/05. 特願2021-035373. 2022/09/15. 特開2022-135517. 特許第7432898号. 2024/02/08 2024.
• Manabu Okumura, Hidetaka Kamigaito, Hiroya Takamura. 広告文自動作成システム. Patent. Registered. 国立大学法人東京工業大学, (株)サイバーエージェント. 2020/03/02. 特願2020-034834. 2021/09/16. 特開2021-140228. 特許第7365267号. 2023/10/11 2023.
• Manabu Okumura, Soichiro Fujita, Hidetaka Kamigaito. 文選択装置、文選択方法及びプログラム. Patent. Registered. 国立大学法人東京工業大学, 日本電信電話株式会社. 2020/03/02. 特願2020-035150. 2021/09/16. 特開2021-141364. 特許第7297260号. 2023/06/27 2023.
• Manabu Okumura, Soichiro Fujita, Hidetaka Kamigaito. 評価装置、評価方法及びプログラム. Patent. Registered. 国立大学法人東京工業大学, 日本電信電話株式会社. 2020/03/02. 特願2020-035149. 2021/09/16. 特開2021-140257. 特許第7292649号. 2023/06/19 2023.
• Manabu Okumura, Chenlong Hu. 情報処理装置、情報処理方法およびプログラム. Patent. Registered. 国立大学法人東京工業大学, 本田技研工業株式会社. 2020/02/04. 特願2020-017146. 2021/08/30. 特開2021-124892. 特許第7384354号. 2023/11/13 2023.
• Manabu Okumura, Naoki Kobayashi. 談話構造解析装置、方法、及びプログラム. Patent. Registered. 国立大学法人東京工業大学, 日本電信電話株式会社. 2019/02/20. 特願2019-028629. 2020/08/31. 特開2020-135467. 特許第7054145号. 2022/04/05 2022.
• Manabu Okumura, Naoki Kobayashi. 木構造解析装置、方法、及びプログラム. Patent. Registered. 国立大学法人東京工業大学, 日本電信電話株式会社. 2019/02/28. 特願2019-035758. 2020/09/03. 特開2020-140464. 特許第7148077号. 2022/09/27 2022.
• Manabu Okumura, Hiroya Takamura. 句構造学習装置、句構造解析装置、方法、及びプログラム. Patent. Registered. 国立大学法人東京工業大学, 日本電信電話株式会社. 2017/11/13. 特願2017-218449. 2019/06/13. 特開2019-091172. 特許第6830602号. 2021/01/29 2021.
• Manabu Okumura, Shun Hasegawa. 要約文作成モデル学習装置、要約文作成装置、要約文作成モデル学習方法、要約文作成方法、及びプログラム. Patent. Registered. 国立大学法人東京工業大学, 日本電信電話株式会社. 2017/03/02. 特願2017-039546. 2018/09/20. 特開2018-147102. 特許第6667875号. 2020/02/28 2020.
• Manabu Okumura, Hidetaka Kamigaito. 文法規則フィルターモデル学習装置、文法規則フィルター装置、構文解析装置、及びプログラム. Patent. Registered. 国立大学法人東京工業大学, 日本電信電話株式会社. 2016/02/18. 特願2016-029211. 2017/08/24. 特開2017-146855. 特許第6482084号. 2019/02/22 2019.
• Hiroya Takamura, Shun Tanaka, Ryohei Sasano, Manabu Okumura. 文書要約装置. Patent. Published. 国立大学法人東京工業大学. 2016/02/26. 特願2016-035558. 2017/08/31. 特開2017-151863. 2017.
• Hiroya Takamura, Soichiro Murakami, Ryohei Sasano, Manabu Okumura. データ生成装置. Patent. Published. 国立大学法人東京工業大学. 2016/02/26. 特願2016-035560. 2017/08/31. 特開2017-151864. 2017.
• Hiroya Takamura, Manabu Okumura, Yuta Kikuchi. 文書要約装置、方法、及びプログラム. Patent. Registered. 国立大学法人東京工業大学, 日本電信電話株式会社. 2014/03/07. 特願2014-045656. 2015/09/28. 特開2015-170224. 特許第6021079号. 2016/10/14 2016.
• Manabu Okumura, unknown unknown. 文書間関係推定モデル学習装置、文書間関係推定装置、方法、及びプログラム. Patent. Published. 国立大学法人東京工業大学, 日本電信電話株式会社. 2013/07/23. 特願2013-152990. 2015/02/02. 特開2015-022721. 2015.
• Manabu Okumura, Hajime Morita. 文書間関係推定モデル学習装置、文書間関係推定装置、方法、及びプログラム. Patent. Registered. 国立大学法人東京工業大学, 日本電信電話株式会社. 2012/11/09. 特願2012-247625. 2014/05/22. 特開2014-096058. 特許第6011856号. 2016/09/30 2016.
• Manabu Okumura, unknown unknown. 文書間関係推定装置、方法、及びプログラム. Patent. Registered. 国立大学法人東京工業大学, 日本電信電話株式会社. 2012/06/26. 特願2012-143175. 2014/01/16. 特開2014-006802. 特許第5717103号. 2015/03/27 2015.
• Manabu Okumura. 文書クラスタリング装置、方法、及びプログラム. Patent. Published. 国立大学法人東京工業大学, 日本電信電話株式会社. 2011/05/23. 特願2011-114967. 2012/12/10. 特開2012-243214. 2012.
• Manabu Okumura. 感情極性推定装置、感情極性推定方法及び感情極性推定処理プログラム. Patent. Published. 国立大学法人東京工業大学. 2010/03/03. 特願2010-046761. 2011/09/15. 特開2011-180988. 2011.
• Hiroya Takamura, Manabu Okumura. 感情極性抽出装置、感情極性抽出方法、感情極性抽出プログラム及び感情極性抽出プログラム記録媒体. Patent. Registered. 国立大学法人東京工業大学. 2005/06/01. 特願2005-161802. 2006/12/14. 特開2006-338301. 特許第4621915号. 2010/11/12 2010.

Degree

• 日本語理解のための計算モデルに関する研究,  Thesis,  Doctor of Engineering,  Tokyo Institute of Technology,  1989/03/26,   

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