研究概要
学術コミュニケーションを支える知能システムに関する研究を、
自然言語処理を基盤に展開します。
テキストアナリティクス (text analytics)
- 知識の獲得と利用、情報の構造化と価値化、構文・意味解析、要約生成
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Asahi Yoshida, Yoshihide Kato and Shigeki Matsubara:
Negation Scope Conversion: Towards a Unified Negation-Annotated Dataset,
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024),
pp. 12093–12099, May (2024).
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Asahi Yoshida, Yoshihide Kato and Shigeki Matsubara:
Revisiting Syntax-Based Approach in Negation Scope Resolution,
Proceedings of the 12th Joint Conference on Lexical and Computational Semantics (*SEM2023), pp. 18-23,
Association for Computational Linguistics (ACL),
Jul. (2023).
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佐治礼仁,加藤芳秀,松原 茂樹:
ニューラルモデルとタブロー法を用いた自然言語推論,
自然言語処理, Vol. 30, No. 2, pp. 632-663, Jun. (2023).
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Yoshihide Kato and Shigeki Matsubara:
A New Representation for Span-based CCG Parsing,
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP-2021),
pp. 10579–10584, Association for Computational Linguistics (ACL), Nov. (2021).
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Yoshihide Kato, Shigeki Matsubara,
Parsing Gapping Constructions Based on Grammatical and Semantic Roles, (2020).
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP-2020),
pp. 2747–2752, Association for Computational Linguistics (ACL), Nov. 2020.
会話・談話理解 (conversation and discourse)
- 会話システム、談話分析・生成、音声言語処理、認知科学、同時通訳
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Yu Watanabe, Koichiro Ito and Shigeki Matsubara:
Utilization of Text Data for Response Timing Detection in Attentive Listening,
Proceedings of Interspeech-2024, pp. 3565-3569, Sep. (2024).
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伊藤 滉一朗, 村田 匡輝, 大野 誠寛, 松原 茂樹:
語りの傾聴において不同意を示す応答の生成,
自然言語処理, Vol. 30, No. 2, pp. 212-249, Mar. (2024).
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伊藤 滉一朗, 村田 匡輝, 大野 誠寛, 松原 茂樹:
語りに傾聴を示す応答の表出されやすさの推定,
電子情報通信学会論文誌, Vol. J106-A, No. 3, pp. 136-145, Mar. (2023).
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Koichiro Ito, Masaki Murata, Tomohiro Ohno, Shigeki Matsubara:
Construction of Responsive Utterance Corpus for Attentive Listening Response Production,
Proceedings of the 13th Conference on Language Resources and Evaluation (LREC 2022), 7244–7252 (2022).
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大野 誠寛,神谷 優貴,松原 茂樹:
対話コーパスを用いた相づち生成タイミングの検出,
電子情報通信学会論文誌, Vol. J100-A, No. 1, pp. 53-65, Jan. (2017).
デジタルライブラリ (digital library)
- オープンサイエンス、研究データ管理、論文マイニング、メタデータ生成
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Kazuhiro Wada, Masaya Tsunokake and Shigeki Matsubara:
Intermediate Task for Classifying URL Citations on Scholarly Papers,
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024),
pp. 12359–12369, May (2024).
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Tomoki Ikoma and Shigeki Matsubara:
Identifying Influential References in Scholarly Papers Using Citation Contexts,
Proceedings of the 25th International Conference on Asia-Pacific Digital Libraries (ICADL-2023),
pp. 152-161, Lecture Note in Computer Science, Vol. 14458, Springer, Dec. (2023).
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Ayahito Saji and Shigeki Matsubara:
Extracting Information about Research Resources from Scholarly Papers,
Proceedings of the 24th International Conference on Asia-Pacific Digital Libraries (ICADL-2022),
pp. 440-448, LNCS 13636, Springer-Verlag, Dec. (2022).
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Masaya Tsunokake and Shigeki Matsubara:
Classification of URL Citations in Scholarly Papers for Promoting Utilization of Research Artifacts,
Proceedings of the 1st Workshop on Information Extraction from Scientific Publications (WIESP 2022) at AACL-IJCNLP 2022,
pp. 8-19, Association for Computational Linguistics (ACL), Nov. (2022).
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Masaya Tsunokake and Shigeki Matsubara:
Classification of URLs Citing Research Artifacts in Scholarly Documents based on Distributed Representations,
Proceedings of 2nd Workshop on Extraction and Evaluation of Knowledge Entities from Scientific Documents (EEKE2021)
collocated with ACM/IEEE Joint Conference on Digital Libraries (JCDL2021), pp. 20-25,
CEUR Workshop Proceedings, Vol.3004, Sep. (2021).
教育・学習支援 (educational support)
- 学習支援、作文支援、文校正、語順整序、講義コンテンツ、講演アーカイブ
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Peng Sun, Tomohiro Ohno and Shigeki Matsubara:
Japanese Word Reordering based on Topological Sort,
Proceedings of the 15th International Conference on Agents and Artificial Intelligence (ICAART-2023).
Vol.3, pp. 768-775 (2023).
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Minghao Lin, Koichiro Ito, Shigeki Matsubara:
Question Difficulty Decision for Automated Interview in Foreign Language Test,
Proceedings of the 15th International Conference on Agents and Artificial Intelligence (ICAART-2023). Vol.3, pp. 760-767 (2023).
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大野 誠寛,吉田 和史,加藤 芳秀,松原 茂樹:
係り受け解析との同時実行に基づく日本語文の語順整序,
電子情報通信学会論文誌, Vol. J99-D, No. 2, pp. 201-213, Feb. (2016).
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Tomohiro Ohno; Kazushi Yoshida; Yoshihide Kato; Shigeki Matsubara:
Japanese Word Reordering Executed Concurrently with Dependency Parsing and Its Evaluation,
Proceedings of the 15th European Workshop on Natural Language Generation (ENLG-2015), pp. 61-65
Association for Computational Linguistics (ACL),
Sep. (2015).
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Kazushi Yoshida, Tomohiro Ohno, Yoshihide Kato, Shigeki Matsubara:
Japanese Word Reordering Integrated with Dependency Parsing,
Proceedings of the 25th International Conference on Computational Linguistics (COLING-2014), pp. 1186-1196,
Aug. (2014).
データサイエンス