Perspective-Diverse Utterance Candidate Generation via Input Variation for Race Game Commentary, Mizuki Arai, Tatsuya Ishigaki, Yusuke Miyao, Hiroya Takamura, Ichiro Kobayashi, INLG2026 (Main conference)
Mid-Utterance Transition Control for Audio Commentary Generation, Ryota Kawamatsu, Tatsuya Ishigaki, Hiroya Takamura, INLG2026 (Main conference)
BikeCoach: A Demo System for Aspect-based Advice Generation Conditioned on Sport Training Protocols, Matīss Rikters, Tatsuya Ishigaki, Masayuki Kawarada, Shota Kato, Sohei Washino, Hiroki Yamaguchi, INLG2026 (demo track)
Low-Latency Real-Time Audio Game Commentary System via LLM-based Parallel Text Generation, Ryota Kawamatsu, Anum Afzal, Yuki Saito, Shinnosuke Takamichi, Graham Neubig, Katsuhito Sudoh, Hiroya Takamura, Tatsuya Ishigaki, IJCAI-ECAI2026 (demo track)
Aggregate vs. Personalized Judges in Business Idea Evaluation: Evidence from Expert Disagreement, Wataru Hirota, Tomoki Taniguchi, Tomoko Ohkuma, Kosuke Takahashi, Takahiro Omi, Kosuke Arima, Takuto Asakura, Chung-Chi Chen, Tatsuya Ishigaki, ACL2026 (Industry Track)
Assessing the Belief Consistency of Large Language Models on the Logical Conversation Process, Tomoki Tsujimura, Matīss Rikters, Masaki Asada, Shusaku Egami, Tatsuya Ishigaki, Ken Yano, Hiroya Takamura, ACL2026 (Main Conference)
Citation-Aware Continual Pre-Training for Biomedical Language Models, Masaki Asada, Tomoki Tsujimura, Tatsuya Ishigaki, Shusaku Egami, Ken Fukuda, Hiroya Takamura, BioNLP2026
A Model Context Protocol Server for Quantum Execution in Hybrid Quantum-HPC Environments, Masaki Shiraishi, Ikko Hamamura, Tatsuya Ishigaki and Tadashi Kadowaki, QCNC2026 (accepted to refereed workshop)
Real-Time Generation of Game Video Commentary with Multimodal LLMs: Pause-Aware Decoding Approaches, Anum Afzal, Hiroya Takamura, Katsuhito Sudoh, Yuki Saito, Shinnosuke Takamichi, Graham Neubig, Florian Matthes and Tatsuya Ishigaki, LREC2026
Multimodal Task Interference: A Benchmark and Analysis of History-Target Mismatch in Multimodal LLMs, Masayuki Kawarada, Tatsuya Ishigaki and Hiroya Takamura, LREC2026
HOME-KGQA: A Benchmark Dataset for Multimodal Knowledge Graph Question Answering on Household Daily Activities, Shusaku Egami, Aoi Ohta, Tomoki Tsujimura, Masaki Asada, Tatsuya Ishigaki, Ken Fukuda, Masahiro Hamasaki and Hiroya Takamura, LREC2026
Evaluating Social Intelligence in LLMs via Japanese Honorifics in Business Emails: A Social Semiotic System Perspective, Muxuan Liu, Tatsuya Ishigaki, Yusuke Miyao, Hiroya Takamura and Ichiro Kobayashi, LREC2026
A Comparative Study of Demonstration Selection for Practical Large Language Models-based Next POI Prediction, Ryo Nishida, Masayuki Kawarada, Tatsuya Ishigaki, Hiroya Takamura and Masaki Onishi, PRICAI2025
VitaEval: Open-source Human Evaluation Tool for Video-to-Text and Video-to-Audio Systems, Goran Topic, Yuki Saito, Katsuhito Sudoh, Shinnosuke Takamichi, Hiroya Takamura, Graham Neubig and Tatsuya Ishigaki, INLG2025 (demo track)
QCoder Benchmark: Bridging Language Generation and Quantum Hardware through Simulator-Based Feedback, Taku Mikuriya, Tatsuya Ishigaki, Shunya Minami, Tadashi Kadowaki, Yohichi Suzuki, Shun Naito, Shunya Takada, Takumi Kato, Tamotsu Baseda, Reo Yamada and Hiroya Takamura, INLG2025
Evaluating LLMs' Ability to Understand Numerical Time Series for Text Generation, Mizuki Arai, Tatsuya Ishigaki, Masayuki Kawarada, Yusuke Miyao, Hiroya Takamura and Ichiro Kobayashi, INLG2025
Live Football Commentary (LFC): A Large‑Scale Dataset for Building Football Commentary Generation Models, Taiga Someya, Tatsuya Ishigaki and Hiroya Takamura, INLG2025
Measuring Time Delay Tolerance in Third-Person Live Commentary for Game Recordings, Ryosuke Matsushita, Ryosuke Sakai, Koki Fukuda, Shinnosuke Takamichi, Kota Iura, Yuki Saito, Graham Neubig, Katsuhito Sudoh, Hiroya Takamura, Tatsuya Ishigaki, IEEE Conference on Games (CoG2025)
Exploring the Design of Multi-Agent LLM Dialogues for Research Ideation, Keisuke Ueda, Wataru Hirota, Kosuke Takahashi, Takahiro Omi, Kosuke Arima and Tatsuya Ishigaki, SIGDIAL2025
Live Football Commentary System Providing Background Information, Yuichiro Mori, Chikara Tanaka, Aru Maekawa, Satoshi Kosugi, Tatsuya Ishigaki, Kotaro Funakoshi, Hiroya Takamura, Manabu Okumura, ACL2025 (demo track)
Evaluating Llama-2's Adaptation to Social Context in Japanese Emails via Fine-Tuning, Muxuan Liu, Tatsuya Ishigaki, Yusuke Miyao, Hiroya Takamura, Ichiro Kobayashi, PACLIC2024
Pretraining and Updates of Domain-Specific LLM: A Case Study in the Japanese Business Domain, Kosuke Takahashi, Takahiro Omi, Kosuke Arima, Tatsuya Ishigaki, PACLIC2024
Demonstration Selection Strategies for Numerical Time Series Data-to-Text, Masayuki Kawarada, Tatsuya Ishigaki, Goran Topić, Hiroya Takamura, EMNLP2024 (Findings) [PDF]
Prompting for Numerical Sequences: A Case Study in Market Comment Generation, Masayuki Kawarada, Tatsuya Ishigaki, Hiroya Takamura, LREC-COLING2024
Training Generative Question-Answering on Synthetic Data Obtained from an Instruct-tuned Model, Kosuke Takahashi, Takahiro Omi, Kosuke Arima and Tatsuya Ishigaki, PACLIC2023
Constructing a Japanese Business Email Corpus Based on Social Situations, Muxuan Liu, Tatsuya Ishigaki, Yusuke Miyao, Hiroya Takamura and Ichiro Kobayashi, PACLIC2023
Audio Commentary System for Real-Time Racing Game Play, Tatsuya Ishigaki, Goran Topić, Yumi Hamazono, Ichiro Kobayashi, Yusuke Miyao and Hiroya Takamura, INLG2023 (demo paper, best paper award)
Pretraining Language- and Domain-Specific BERT on Automatically Translated Text, Tatsuya Ishigaki, Yui Uehara, Goran Topic, Hiroya Takamura, RANLP2023
Validation of a Foresight Support System to Imagine an Uncertain Future:-Effectiveness Testing through Scenario Planning Workshops, Suzuko Nishino, Yuichi Washida, Tatsuya Ishigaki, Sohei Washino, Hiroki IGARASHI, Akihiko Murai, Yukari Nagai, KICSS2023
Open-Domain Video Commentary Generation, Edison Marrese-Taylor, Yumi Hamazono, Tatsuya Ishigaki, Goran Topic, Yusuke Miyao, Ichiro Kobayashi, Hiroya Takamura, EMNLP2022 [paper]
Automating Horizon Scanning in Future Studies, Tatsuya Ishigaki, Suzuko Nishino, Sohei Washino, Hiroki Igarashi, Yukari Nagai, Yuichi Washida and Akihiko Murai, LREC2022 [paper]
Unpredictable Attributes in Data-to-text Generation, Yumi Hamazono, Tatsuya Ishigaki, Ichiro Kobayashi, Yusuke Miyao and Hiroya Takamura, PACLIC2021 (acceptance rate (oral): 48%=52/110)
Generating Racing Game Commentary from Vision, Language, and Structured Data, Tatsuya Ishigaki, Goran Topic, Yumi Hamazono, Hiroshi Noji, Ichiro Kobayashi, Yusuke Miyao and Hiroya Takamura, INLG2021 [paper] (acceptance rate: 40% = 31/76)
Learning with Contrastive Examples for Data-to-Text Generation, Yui Uehara*, Tatsuya Ishigaki* (*equal contribution), Kasumi Aoki, Hiroshi Noji, Keiichi Goshima, Ichiro Kobayashi, Hiroya Takamura and Yusuke Miyao, COLING2020 (acceptance rate: 32.9% = 644/1956)
Neural Query-biased Abstractive Summarization Using Copying Mechanism, Tatsuya Ishigaki, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen, Manabu Okumura, ECIR2020 [paper][video] (acceptance rate: 30% = 46/159)
Distant Supervision for Extractive Question Summarization, Tatsuya Ishigaki, Kazuya Machida, Hayato Kobayashi, Hiroya Takamura, Manabu Okumura, ECIR2020 [paper][video] (acceptance rate: 30% = 46/159)
Semi-Supervised Extractive Question Summarization Using Question-Answer Pairs, *Kazuya Machida, *Tatsuya Ishigaki (*equal contribution), Hayato Kobayashi, Hiroya Takamura, Manabu Okumura, ECIR2020 [paper][video]. (acceptance rate: 30% = 46/159)
Controlling Contents in Data-to-Document Generation with Human-Designed Topic Labels, Kasumi Aoki, Akira Miyazawa, Tatsuya Ishigaki, Tatsuya Aoki, Hiroshi Noji, Keiichi Goshima, Ichiro Kobayashi, Hiroya Takamura and Yusuke Miyao, INLG2019 [paper] (acceptance rate: 24.5% = 36/147)
Discourse-Aware Hierarchical Attention Network for Extractive Single-Document Summarization, Tatsuya Ishigaki, Hidetaka Kamigaito, Hiroya Takamura and Manabu Okumura, RANLP2019 [paper] (acceptance rate: 26.7% = 37/134)
Learning to Select, Track, and Generate for Data-to-Text, Hayate Iso, Yui Uehara, Tatsuya Ishigaki, Hiroshi Noji, Eiji Aramaki, Ichiro Kobayashi, Yusuke Miyao, Naoaki Okazaki, Hiroya Takamura, ACL2019 [paper] (acceptance rate 25.7% = 447/1740)
Generating Market Comments Referring to External Resources, Tatsuya Aoki, Akira Miyazawa, Kasumi Aoki, Keiichi Goshima, Tatsuya Ishigaki, Ichiro Kobayashi, Hiroya Takamura and Yusuke Miyao, INLG2018 [paper] (acceptance rate: 60% = 62/102)
Summarizing Lengthy Questions, Tatsuya Ishigaki, Hiroya Takamura, and Manabu Okumura, IJCNLP2017 [paper] (acceptance rate: 31% = 103/337)
レーシングゲーム実況テキストモデリングのための運動力学的素性，石垣達也，上田 佳祐，トピチゴラン，小林一郎，宮尾祐介，高村大也，第253回自然言語処理研究会(NL253), 2022
一般ドメイン動画実況生成, 濵園侑美， 石垣達也， 宮尾祐介， 小林一郎， 高村大也, 第 36 回人工知能学会全国大会論文集 (JSAI2022), 2022
機械翻訳テキストを用いた低資源言語特定分野向けBERTの事前学習, 石垣達也, 上原由衣, トピチゴラン, 高村大也, 第21回情報科学技術フォーラム（FIT2022)
定義文自動生成による専門分野向けエンティティリンキングの精度向上, 石垣達也, 上原由衣, 劉珊珊, 松本裕治, 高村大也, 言語処理学会第28回年次大会 (NLP2022), 2022
実況発話ラベル予測モデルにおける状況認識素性の活用, 上田 佳祐, 石垣 達也, 小林 一郎, 宮尾 祐介, 高村 大也, 言語処理学会第28回年次大会(NLP2022), 2022
実況における発話ラベル予測, 上田 佳祐, 石垣 達也, 小林 一郎, 宮尾 祐介, 高村 大也, 第251回自然言語処理研究会 (NL251), 2021
レーシングゲーム実況生成, 石垣達也, トピチゴラン, 濵園 侑美, 能地 宏, 小林 一郎, 宮尾 祐介, 高村 大也, 第250回自然言語処理研究会 (NL250) (優秀研究賞), 2021
高分子材料に関する技術文献からの機械学習を用いた知識獲得, 石垣達也，上原 由衣，Liu Shanshan，Topic Goran，高村 大也, 第70回高分子討論会, 2021
解説: Learning with Contrastive Examples for data-to-text Generation, 上原由衣, 石垣達也, 自然言語処理 Volume 28 No.2 (解説記事), 2021
疑似負例を用いたdata-to-textモデルの学習, 上原 由衣, 石垣 達也 (equal contribution), 青木 花純, 能地 宏, 五島 圭一, 小林 一郎, 宮尾 祐介, 高村 大也, 第246回自然言語処理研究会 (NL246), 2020 [paper]
Supporting Information Recall for Elderly People in Hyper Aged Societies, Tatsuya Ishigaki, Jingyi You, Hiroki Takimoto, Manabu Okumura, HCII2020, 2020 [paper]
超高齢社会における高齢者のための情報想起支援システム, 石垣達也, You Jingyi, 瀧本 洋喜, 奥村 学, 言語処理学会第26回年次大会, 2020 [paper]
コピー機構を用いたクエリ指向ニューラル生成型要約, 石垣達也, Hen-Hsen Huang, Hsin-Hsi Chen, 高村 大也, 奥村 学, 第240回自然言語処理研究会(NL240)(優秀研究賞), 2019 [paper]
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, 石垣 達也, 上垣外 英剛, 高村 大也, 奥村 学, 言語処理学会第25回年次大会(若手奨励賞), 2019 [paper][slide]
Data-to-Textにおける主題遷移のモデル化, 磯 颯, 上原 由衣, 石垣 達也, 能地 宏, 荒牧 英治, 小林 一郎, 宮尾 祐介, 岡崎 直観, 高村 大也, 言語処理学会第25回年次大会 , 2019 [paper]
Distant Supervisionによる質問要約, 石垣 達也, 町田 和哉, 小林 隼人, 高村 大也, 奥村 学, 第236回情報処理学会自然言語処理研究会（NL236）, 2018
「長文質問」のための抽出型及び生成型要約, 石垣 達也, 高村 大也, 奥村 学, 第232回情報処理学会自然言語処理研究会（NL232）, 2017
