GPT-MM: Improving Multimodal In-context Learning with Task-specific Retrieval and Reasoning.

Fei Cheng 0002 Kyoto University, Department of Intelligence Science and Technology, Japan National Institute of Informatics, Tokyo, Japan Nara Institute of Science and Technology, Japan https://orcid.org/0000-0001-5161-0544 Fei Cheng Fei Cheng 0001 Xi'an Jiaotong-Liverpool University, XJTLU, Department of Communication and Networking, School of Advanced Technology, Suzhou, China University of Liverpool, UK https://orcid.org/0000-0002-8776-0533 Fei Cheng 0003 Shanghai University of Finance and Economics, School of Finance, China Yulin Normal University, China https://orcid.org/0000-0002-1737-6886 Fei Cheng 0004 Sichuan University, College of Biomass Science and Engineering, China https://orcid.org/0000-0003-4808-8470 https://www.wikidata.org/entity/Q91555181

Zhen Wan Fei Cheng 0002 Sadao Kurohashi GPT-MM: Improving Multimodal In-context Learning with Task-specific Retrieval and Reasoning. 2026 207-239 33 J. Nat. Lang. Process. 1 https://doi.org/10.5715/jnlp.33.207 db/journals/jnlp/jnlp33.html#WanCK26 streams/journals/jnlp

Jivnesh Sandhan Fei Cheng 0002 Tushar Sandhan Yugo Murawaki Persona Jailbreaking in Large Language Models. EACL (Findings) 2026 1412-1430 conf/eacl/2026f https://aclanthology.org/2026.findings-eacl.72/ db/conf/eacl/eacl2026f.html#SandhanCSM26 streams/conf/eacl Shanshan Liu Noriki Nishida Fei Cheng 0002 Narumi Tokunaga Rumana Ferdous Munne Yuki Yamagata Kouji Kozaki Takehito Utsuro Yuji Matsumoto 0001 Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition. EACL (Volume 1: Long Papers) 2026 3718-3734 conf/eacl/2026-1 https://aclanthology.org/2026.eacl-long.172/ db/conf/eacl/eacl2026-1.html#LiuNCTMYKUM26 streams/conf/eacl Chengzhi Zhong Fei Cheng 0002 Qianying Liu Yugo Murawaki Chenhui Chu Sadao Kurohashi Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models. EACL (Volume 1: Long Papers) 2026 7958-7970 conf/eacl/2026-1 https://aclanthology.org/2026.eacl-long.372/ db/conf/eacl/eacl2026-1.html#ZhongCLMCK26 streams/conf/eacl

Yihua Zhu Qianying Liu Jiaxin Wang Fei Cheng 0002 Chaoran Liu Akiko Aizawa Sadao Kurohashi Hidetoshi Shimodaira Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs. 2026 January abs/2601.02931 CoRR https://doi.org/10.48550/arXiv.2601.02931 db/journals/corr/corr2601.html#abs-2601-02931 streams/journals/corr

Wan-Jou She Lis Kanashiro Pereira Fei Cheng 0002 Sakiko Yahata Panote Siriaraya Eiji Aramaki EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels. 2026 January abs/2601.10033 CoRR https://doi.org/10.48550/arXiv.2601.10033 db/journals/corr/corr2601.html#abs-2601-10033 streams/journals/corr

Jivnesh Sandhan Harshit Jaiswal Fei Cheng 0002 Yugo Murawaki Can We Trust LLM Detectors? 2026 January abs/2601.15301 CoRR https://doi.org/10.48550/arXiv.2601.15301 db/journals/corr/corr2601.html#abs-2601-15301 streams/journals/corr

Jivnesh Sandhan Fei Cheng 0002 Tushar Sandhan Yugo Murawaki Persona Jailbreaking in Large Language Models. 2026 January abs/2601.16466 CoRR https://doi.org/10.48550/arXiv.2601.16466 db/journals/corr/corr2601.html#abs-2601-16466 streams/journals/corr

Shanshan Liu Noriki Nishida Fei Cheng 0002 Narumi Tokunaga Rumana Ferdous Munne Yuki Yamagata Kouji Kozaki Takehito Utsuro Yuji Matsumoto 0001 Better Generalizing to Unseen Concepts: An Evaluation Framework and An LLM-Based Auto-Labeled Pipeline for Biomedical Concept Recognition. 2026 January abs/2601.16711 CoRR https://doi.org/10.48550/arXiv.2601.16711 db/journals/corr/corr2601.html#abs-2601-16711 streams/journals/corr

Fei Cheng 0002 Ribeka Tanaka Sadao Kurohashi A Joint Neural Baseline for Concept, Assertion, and Relation Extraction from Clinical Text. 2026 March abs/2603.07487 CoRR https://doi.org/10.48550/arXiv.2603.07487 db/journals/corr/corr2603.html#abs-2603-07487 streams/journals/corr

Zelin Zhang Fei Cheng 0002 Chenhui Chu When and Why Does Unsupervised RL Succeed in Mathematical Reasoning? A Manifold Envelopment Perspective. 2026 March abs/2603.16578 CoRR https://doi.org/10.48550/arXiv.2603.16578 db/journals/corr/corr2603.html#abs-2603-16578 streams/journals/corr

Chengzhi Zhong Qianying Liu Fei Cheng 0002 Junfeng Jiang Zhen Wan Chenhui Chu Yugo Murawaki Sadao Kurohashi What Language Do Non-English-Centric Large Language Models Think in? 26333-26346 2025 ACL (Findings) https://aclanthology.org/2025.findings-acl.1350/ conf/acl/2025f db/conf/acl/acl2025f.html#ZhongL0JWCMK25 Qianying Liu Katrina Qiyao Wang Fei Cheng 0002 Sadao Kurohashi 7 Points to Tsinghua but 10 Points to ? Assessing Large Language Models in Agentic Multilingual National Bias. 26430-26442 2025 ACL (Findings) https://aclanthology.org/2025.findings-acl.1355/ conf/acl/2025f db/conf/acl/acl2025f.html#LiuW0K25 Zhen Wan Chao-Han Huck Yang Yahan Yu Jinchuan Tian Sheng Li 0010 Ke Hu Zhehuai Chen Shinji Watanabe 0001 Fei Cheng 0002 Chenhui Chu Sadao Kurohashi SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models. 30381-30398 2025 ACL (1) https://aclanthology.org/2025.acl-long.1466/ conf/acl/2025-1 db/conf/acl/acl2025-1.html#WanYYTLHC00CK25 Jivnesh Sandhan Fei Cheng 0002 Tushar Sandhan Yugo Murawaki CAPE: Context-Aware Personality Evaluation Framework for Large Language Models. EMNLP (Findings) 2025 10648-10662 conf/emnlp/2025f https://aclanthology.org/2025.findings-emnlp.563/ db/conf/emnlp/emnlp2025f.html#SandhanCSM25 streams/conf/emnlp Kazuma Kobayashi Zhen Wan Fei Cheng 0002 Tsuta Yuma Xin Zhao Junfeng Jiang Jiahao Huang Zhiyi Huang Yusuke Oda Rio Yokota Yuki Arase Daisuke Kawahara Akiko Aizawa Sadao Kurohashi Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training. EMNLP (Findings) 2025 11469-11488 conf/emnlp/2025f https://aclanthology.org/2025.findings-emnlp.615/ db/conf/emnlp/emnlp2025f.html#KobayashiWCYZJHHOYAKAK25 streams/conf/emnlp Sakiko Yahata Zhen Wan Fei Cheng 0002 Sadao Kurohashi Hisahiko Sato Ryozo Nagai Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension. 25849-25867 2025 EMNLP https://doi.org/10.18653/v1/2025.emnlp-main.1313 conf/emnlp/2025 db/conf/emnlp/emnlp2025.html#YahataWCKSN25 streams/conf/emnlp Wan-Jou She Lis Pereira Fei Cheng 0002 Sakiko Yahata Panote Siriaraya Eiji Aramaki EmplifAI: a Fine-grained Dataset for Japanese Empathetic Medical Dialogues in 28 Emotion Labels. IJCNLP-AACL (long papers) 2025 1116-1131 conf/ijcnlp/2025-l https://aclanthology.org/2025.ijcnlp-long.61/ db/conf/ijcnlp/ijcnlp2025-l.html#ShePCYSA25 streams/conf/ijcnlp Peitao Han Lis Pereira Fei Cheng 0002 Wan-Jou She Eiji Aramaki AMR-RE: Abstract Meaning Representations for Retrieval-Based In-Context Learning in Relation Extraction. 333-342 2025 NAACL (Student Research Workshop) https://doi.org/10.18653/v1/2025.naacl-srw.33 https://aclanthology.org/2025.naacl-srw.33/ conf/naacl/2025-4 db/conf/naacl/naacl2025-4.html#HanPCSA25 streams/conf/naacl

Zhengdong Yang Qianying Liu Sheng Li 0010 Fei Cheng 0002 Chenhui Chu Cross-lingual Embedding Clustering for Hierarchical Softmax in Low-Resource Multilingual Speech Recognition. 2025 January abs/2501.17615 CoRR https://doi.org/10.48550/arXiv.2501.17615 db/journals/corr/corr2501.html#abs-2501-17615 streams/journals/corr

Qianying Liu Katrina Qiyao Wang Fei Cheng 0002 Sadao Kurohashi Assessing Large Language Models in Agentic Multilingual National Bias. 2025 February abs/2502.17945 CoRR https://doi.org/10.48550/arXiv.2502.17945 db/journals/corr/corr2502.html#abs-2502-17945 streams/journals/corr

Sakiko Yahata Zhen Wan Fei Cheng 0002 Sadao Kurohashi Hisahiko Sato Ryozo Nagai Causal Tree Extraction from Medical Case Reports: A Novel Task for Experts-like Text Comprehension. 2025 March abs/2503.01302 CoRR https://doi.org/10.48550/arXiv.2503.01302 db/journals/corr/corr2503.html#abs-2503-01302 streams/journals/corr

Ming Li Qin Xie Ariunaa Enkhtur Shuoyang Meng Lilan Chen Beverley Anne Yamamoto Fei Cheng 0002 Masayuki Murakami A Framework for Developing University Policies on Generative AI Governance: A Cross-national Comparative Study. 2025 April abs/2504.02636 CoRR https://doi.org/10.48550/arXiv.2504.02636 db/journals/corr/corr2504.html#abs-2504-02636 streams/journals/corr

Qin Xie Ming Li Fei Cheng 0002 Between Regulation and Accessibility: How Chinese University Students Navigate Global and Domestic Generative AI. 2025 June abs/2506.14377 CoRR https://doi.org/10.48550/arXiv.2506.14377 db/journals/corr/corr2506.html#abs-2506-14377 streams/journals/corr

Zhen Wan Chao-Han Huck Yang Yahan Yu Jinchuan Tian Sheng Li 0010 Ke Hu Zhehuai Chen Shinji Watanabe 0001 Fei Cheng 0002 Chenhui Chu Sadao Kurohashi SpeechIQ: Speech Intelligence Quotient Across Cognitive Levels in Voice Understanding Large Language Models. 2025 July abs/2507.19361 CoRR https://doi.org/10.48550/arXiv.2507.19361 db/journals/corr/corr2507.html#abs-2507-19361 streams/journals/corr

Jivnesh Sandhan Fei Cheng 0002 Tushar Sandhan Yugo Murawaki CAPE: Context-Aware Personality Evaluation Framework for Large Language Models. 2025 August abs/2508.20385 CoRR https://doi.org/10.48550/arXiv.2508.20385 db/journals/corr/corr2508.html#abs-2508-20385 streams/journals/corr

Chengzhi Zhong Fei Cheng 0002 Qianying Liu Yugo Murawaki Chenhui Chu Sadao Kurohashi Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models. 2025 October abs/2510.07213 CoRR https://doi.org/10.48550/arXiv.2510.07213 db/journals/corr/corr2510.html#abs-2510-07213 streams/journals/corr

Shiho Matta Lis Kanashiro Pereira Peitao Han Fei Cheng 0002 Shigeru Kitazawa Which Way Does Time Flow? A Psychophysics-Grounded Evaluation for Vision-Language Models. 2025 October abs/2510.26241 CoRR https://doi.org/10.48550/arXiv.2510.26241 db/journals/corr/corr2510.html#abs-2510-26241 streams/journals/corr

Zhen Wan Yating Zhang Yexiang Wang Fei Cheng 0002 Sadao Kurohashi Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain. 5030-5041 2024 ACL (Findings) https://doi.org/10.18653/v1/2024.findings-acl.299 https://aclanthology.org/2024.findings-acl.299 conf/acl/2024f db/conf/acl/acl2024f.html#WanZWCK24 Kazumasa Omura Fei Cheng 0002 Sadao Kurohashi An Empirical Study of Synthetic Data Generation for Implicit Discourse Relation Recognition. 1073-1085 2024 LREC/COLING https://aclanthology.org/2024.lrec-main.96 conf/coling/2024 db/conf/coling/coling2024.html#OmuraCK24 Yikun Sun Zhen Wan Nobuhiro Ueda Sakiko Yahata Fei Cheng 0002 Chenhui Chu Sadao Kurohashi Rapidly Developing High-quality Instruction Data and Evaluation Benchmark for Large Language Models with Minimal Human Effort: A Case Study on Japanese. 13537-13547 2024 LREC/COLING https://aclanthology.org/2024.lrec-main.1184 conf/coling/2024 db/conf/coling/coling2024.html#SunWUYCCK24 Junfeng Jiang Fei Cheng 0002 Akiko Aizawa Improving Referring Ability for Biomedical Language Models. 6444-6457 2024 EMNLP (Findings) https://doi.org/10.18653/v1/2024.findings-emnlp.375 https://aclanthology.org/2024.findings-emnlp.375 conf/emnlp/2024f db/conf/emnlp/emnlp2024f.html#Jiang0A24

Yikun Sun Zhen Wan Nobuhiro Ueda Sakiko Yahata Fei Cheng 0002 Chenhui Chu Sadao Kurohashi Rapidly Developing High-quality Instruction Data and Evaluation Benchmark for Large Language Models with Minimal Human Effort: A Case Study on Japanese. 2024 abs/2403.03690 CoRR https://doi.org/10.48550/arXiv.2403.03690 db/journals/corr/corr2403.html#abs-2403-03690

Felix Giovanni Virgo Fei Cheng 0002 Lis Kanashiro Pereira Masayuki Asahara Ichiro Kobayashi Sadao Kurohashi AcTED: Automatic Acquisition of Typical Event Duration for Semi-supervised Temporal Commonsense QA. 2024 abs/2403.18504 CoRR https://doi.org/10.48550/arXiv.2403.18504 db/journals/corr/corr2403.html#abs-2403-18504

Peitao Han Lis Kanashiro Pereira Fei Cheng 0002 Wan-Jou She Eiji Aramaki Enhancing In-Context Learning with Semantic Representations for Relation Extraction. 2024 abs/2406.10432 CoRR https://doi.org/10.48550/arXiv.2406.10432 db/journals/corr/corr2406.html#abs-2406-10432

Akiko Aizawa Eiji Aramaki Bowen Chen Fei Cheng 0002 Hiroyuki Deguchi 0002 Rintaro Enomoto Kazuki Fujii Kensuke Fukumoto Takuya Fukushima Namgi Han Yuto Harada Chikara Hashimoto Tatsuya Hiraoka Shohei Hisada Sosuke Hosokawa Lu Jie 0004 Keisuke Kamata Teruhito Kanazawa Hiroki Kanezashi Hiroshi Kataoka Satoru Katsumata Daisuke Kawahara Seiya Kawano Atsushi Keyaki Keisuke Kiryu Hirokazu Kiyomaru Takashi Kodama Takahiro Kubo Yohei Kuga Ryoma Kumon Shuhei Kurita Sadao Kurohashi Conglong Li Taiki Maekawa Hiroshi Matsuda Yusuke Miyao Kentaro Mizuki Sakae Mizuki Yugo Murawaki Ryo Nakamura Taishi Nakamura Kouta Nakayama Tomoka Nakazato Takuro Niitsuma Jiro Nishitoba Yusuke Oda Hayato Ogawa Takumi Okamoto Naoaki Okazaki Yohei Oseki Shintaro Ozaki Koki Ryu Rafal Rzepka Keisuke Sakaguchi Shota Sasaki Satoshi Sekine Kohei Suda Saku Sugawara Issa Sugiura Hiroaki Sugiyama Hisami Suzuki Jun Suzuki 0001 Toyotaro Suzumura Kensuke Tachibana Yu Takagi Kyosuke Takami Koichi Takeda 0003 Masashi Takeshita Masahiro Tanaka Kenjiro Taura Arseny Tolmachev Nobuhiro Ueda Zhen Wan Shuntaro Yada Sakiko Yahata Yuya Yamamoto Yusuke Yamauchi Hitomi Yanaka Rio Yokota Koichiro Yoshino LLM-jp: A Cross-organizational Project for the Research and Development of Fully Open Japanese LLMs. 2024 abs/2407.03963 CoRR https://doi.org/10.48550/arXiv.2407.03963 db/journals/corr/corr2407.html#abs-2407-03963 streams/journals/corr

Chengzhi Zhong Fei Cheng 0002 Qianying Liu Junfeng Jiang Zhen Wan Chenhui Chu Yugo Murawaki Sadao Kurohashi Beyond English-Centric LLMs: What Language Do Multilingual Language Models Think in? 2024 abs/2408.10811 CoRR https://doi.org/10.48550/arXiv.2408.10811 db/journals/corr/corr2408.html#abs-2408-10811 streams/journals/corr

Shiho Matta Yin Jou Huang Fei Cheng 0002 Hirokazu Kiyomaru Yugo Murawaki Investigating Cost-Efficiency of LLM-Generated Training Data for Conversational Semantic Frame Analysis. 2024 abs/2410.06550 CoRR https://doi.org/10.48550/arXiv.2410.06550 db/journals/corr/corr2410.html#abs-2410-06550 streams/journals/corr

Tatsuro Inaba Hirokazu Kiyomaru Fei Cheng 0002 Sadao Kurohashi MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting. 1522-1532 2023 ACL (2) https://doi.org/10.18653/v1/2023.acl-short.130 https://aclanthology.org/2023.acl-short.130 conf/acl/2023-2 db/conf/acl/acl2023-2.html#InabaKCK23 Zhen Wan Fei Cheng 0002 Qianying Liu Zhuoyuan Mao Haiyue Song Sadao Kurohashi Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision. 2535-2540 2023 EACL (Findings) https://doi.org/10.18653/v1/2023.findings-eacl.195 https://aclanthology.org/2023.findings-eacl.195 conf/eacl/2023f db/conf/eacl/eacl2023f.html#WanCLMSK23 Qianying Liu Wenyu Guan Jianhao Shen Fei Cheng 0002 Sadao Kurohashi ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision. 2541-2554 2023 EACL https://doi.org/10.18653/v1/2023.eacl-main.186 https://aclanthology.org/2023.eacl-main.186 conf/eacl/2023 db/conf/eacl/eacl2023.html#LiuGSCK23 Zhen Wan Fei Cheng 0002 Zhuoyuan Mao Qianying Liu Haiyue Song Jiwei Li 0001 Sadao Kurohashi GPT-RE: In-context Learning for Relation Extraction using Large Language Models. 3534-3547 2023 EMNLP https://doi.org/10.18653/v1/2023.emnlp-main.214 https://aclanthology.org/2023.emnlp-main.214 conf/emnlp/2023 db/conf/emnlp/emnlp2023.html#WanCMLSLK23 Qianying Liu Zhuo Gong Zhengdong Yang Yuhang Yang Sheng Li 0010 Chenchen Ding Nobuaki Minematsu Hao Huang 0009 Fei Cheng 0002 Chenhui Chu Sadao Kurohashi Hierarchical Softmax for End-To-End Low-Resource Multilingual Speech Recognition. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10095133 conf/icassp/2023 db/conf/icassp/icassp2023.html#LiuGYYLDMHCCK23

Zhen Wan Fei Cheng 0002 Zhuoyuan Mao Qianying Liu Haiyue Song Jiwei Li 0001 Sadao Kurohashi GPT-RE: In-context Learning for Relation Extraction using Large Language Models. 2023 abs/2305.02105 CoRR https://doi.org/10.48550/arXiv.2305.02105 db/journals/corr/corr2305.html#abs-2305-02105

Qianying Liu Dongsheng Yang 0009 Wenjie Zhong Fei Cheng 0002 Sadao Kurohashi Comprehensive Solution Program Centric Pretraining for Table-and-Text Hybrid Numerical Reasoning. 2023 abs/2305.07475 CoRR https://doi.org/10.48550/arXiv.2305.07475 db/journals/corr/corr2305.html#abs-2305-07475

Tatsuro Inaba Hirokazu Kiyomaru Fei Cheng 0002 Sadao Kurohashi MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting. 2023 abs/2305.16896 CoRR https://doi.org/10.48550/arXiv.2305.16896 db/journals/corr/corr2305.html#abs-2305-16896

Xiaofei Sun 0001 Linfeng Dong Xiaoya Li 0001 Zhen Wan Shuhe Wang Tianwei Zhang 0004 Jiwei Li 0001 Fei Cheng 0002 Lingjuan Lyu Fei Wu 0001 Guoyin Wang 0002 Pushing the Limits of ChatGPT on NLP Tasks. 2023 abs/2306.09719 CoRR https://doi.org/10.48550/arXiv.2306.09719 db/journals/corr/corr2306.html#abs-2306-09719

Zhen Wan Yating Zhang Yexiang Wang Fei Cheng 0002 Sadao Kurohashi Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise. 2023 abs/2310.03328 CoRR https://doi.org/10.48550/arXiv.2310.03328 db/journals/corr/corr2310.html#abs-2310-03328

Fei Cheng 0002 Masayuki Asahara Ichiro Kobayashi Sadao Kurohashi Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning. 2023 abs/2310.20236 CoRR https://doi.org/10.48550/arXiv.2310.20236 db/journals/corr/corr2310.html#abs-2310-20236

Ming Li Ariunaa Enkhtur Fei Cheng 0002 Beverley Anne Yamamoto Ethical implications of ChatGPT in higher education: A scoping review. 2023 abs/2311.14378 CoRR https://doi.org/10.48550/arXiv.2311.14378 db/journals/corr/corr2311.html#abs-2311-14378

Ming Li Ariunaa Enkhtur Beverley Anne Yamamoto Fei Cheng 0002 Potential Societal Biases of ChatGPT in Higher Education: A Scoping Review. 2023 abs/2311.14381 CoRR https://doi.org/10.48550/arXiv.2311.14381 db/journals/corr/corr2311.html#abs-2311-14381

Qianying Liu Wenyu Guan Sujian Li Fei Cheng 0002 Daisuke Kawahara Sadao Kurohashi RODA: Reverse Operation Based Data Augmentation for Solving Math Word Problems. 1-11 2022 30 IEEE ACM Trans. Audio Speech Lang. Process. https://doi.org/10.1109/TASLP.2021.3126932 db/journals/taslp/taslp30.html#LiuGLCKK22

Zhen Wan Qianying Liu Zhuoyuan Mao Fei Cheng 0002 Sadao Kurohashi Jiwei Li 0001 Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction. 1731-1738 2022 EMNLP https://doi.org/10.18653/v1/2022.emnlp-main.113 https://aclanthology.org/2022.emnlp-main.113 conf/emnlp/2022 db/conf/emnlp/emnlp2022.html#WanLMCKL22 Yibin Shen Qianying Liu Zhuoyuan Mao Fei Cheng 0002 Sadao Kurohashi Textual Enhanced Contrastive Learning for Solving Math Word Problems. 4297-4307 2022 EMNLP (Findings) https://doi.org/10.18653/v1/2022.findings-emnlp.316 https://aclanthology.org/2022.findings-emnlp.316 conf/emnlp/2022f db/conf/emnlp/emnlp2022f.html#ShenLMCK22 Yibin Shen Qianying Liu Zhuoyuan Mao Zhen Wan Fei Cheng 0002 Sadao Kurohashi Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems. 254-260 2022 AACL/IJCNLP (2) https://doi.org/10.18653/v1/2022.aacl-short.32 https://aclanthology.org/2022.aacl-short.32 conf/ijcnlp/2022-2 db/conf/ijcnlp/ijcnlp2022-2.html#ShenLMWCK22 Fei Cheng 0002 Shuntaro Yada Ribeka Tanaka Eiji Aramaki Sadao Kurohashi JaMIE: A Pipeline Japanese Medical Information Extraction System with Novel Relation Annotation. 3724-3731 2022 LREC https://aclanthology.org/2022.lrec-1.397 conf/lrec/2022 db/conf/lrec/lrec2022.html#ChengYTAK22 Felix Giovanni Virgo Fei Cheng 0002 Sadao Kurohashi Improving Event Duration Question Answering by Leveraging Existing Temporal Information Extraction Data. 4451-4457 2022 LREC https://aclanthology.org/2022.lrec-1.473 conf/lrec/2022 db/conf/lrec/lrec2022.html#VirgoCK22

Qianying Liu Yuhang Yang Zhuo Gong Sheng Li 0010 Chenchen Ding Nobuaki Minematsu Hao Huang 0009 Fei Cheng 0002 Sadao Kurohashi Hierarchical Softmax for End-to-End Low-resource Multilingual Speech Recognition. 2022 abs/2204.03855 CoRR https://doi.org/10.48550/arXiv.2204.03855 db/journals/corr/corr2204.html#abs-2204-03855

Zhen Wan Fei Cheng 0002 Qianying Liu Zhuoyuan Mao Haiyue Song Sadao Kurohashi Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision. 2022 abs/2205.08770 CoRR https://doi.org/10.48550/arXiv.2205.08770 db/journals/corr/corr2205.html#abs-2205-08770

Yibin Shen Qianying Liu Zhuoyuan Mao Zhen Wan Fei Cheng 0002 Sadao Kurohashi Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems. 2022 abs/2209.10310 CoRR https://doi.org/10.48550/arXiv.2209.10310 db/journals/corr/corr2209.html#abs-2209-10310

Qianying Liu Wenyu Guan Jianhao Shen Fei Cheng 0002 Sadao Kurohashi ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision. 2022 abs/2210.07017 CoRR https://doi.org/10.48550/arXiv.2210.07017 db/journals/corr/corr2210.html#abs-2210-07017

Zhen Wan Qianying Liu Zhuoyuan Mao Fei Cheng 0002 Sadao Kurohashi Jiwei Li 0001 Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction. 2022 abs/2210.11800 CoRR https://doi.org/10.48550/arXiv.2210.11800 db/journals/corr/corr2210.html#abs-2210-11800

Yibin Shen Qianying Liu Zhuoyuan Mao Fei Cheng 0002 Sadao Kurohashi Textual Enhanced Contrastive Learning for Solving Math Word Problems. 2022 abs/2211.16022 CoRR https://doi.org/10.48550/arXiv.2211.16022 db/journals/corr/corr2211.html#abs-2211-16022

Chenjing Geng Fei Cheng 0002 Masayuki Asahara Lis Kanashiro Pereira Ichiro Kobayashi Dependency Enhanced Contextual Representations for Japanese Temporal Relation Classification. 170-179 2021 PACLIC https://aclanthology.org/2021.paclic-1.18 conf/paclic/2021 db/conf/paclic/paclic2021.html#GengCAPK21 Lis Pereira Fei Cheng 0002 Masayuki Asahara Ichiro Kobayashi ALICE++: Adversarial Training for Robust and Effective Temporal Reasoning. 373-382 2021 PACLIC https://aclanthology.org/2021.paclic-1.40 conf/paclic/2021 db/conf/paclic/paclic2021.html#PereiraCAK21 Yuki Taya Lis Kanashiro Pereira Fei Cheng 0002 Ichiro Kobayashi OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction. 17-23 2021 SemEval@ACL/IJCNLP https://doi.org/10.18653/v1/2021.semeval-1.2 https://aclanthology.org/2021.semeval-1.2 conf/semeval/2021 db/conf/semeval/semeval2021.html#TayaPCK21

Yuki Taya Lis Kanashiro Pereira Fei Cheng 0002 Ichiro Kobayashi OCHADAI-KYODAI at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction. 2021 abs/2105.05535 CoRR https://arxiv.org/abs/2105.05535 db/journals/corr/corr2105.html#abs-2105-05535

Fei Cheng 0002 Shuntaro Yada Ribeka Tanaka Eiji Aramaki Sadao Kurohashi JaMIE: A Pipeline Japanese Medical Information Extraction System. 2021 abs/2111.04261 CoRR https://arxiv.org/abs/2111.04261 db/journals/corr/corr2111.html#abs-2111-04261

Qianying Liu Fei Cheng 0002 Sadao Kurohashi Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding. 2021 abs/2111.05805 CoRR https://arxiv.org/abs/2111.05805 db/journals/corr/corr2111.html#abs-2111-05805

Haiyue Song Raj Dabre Zhuoyuan Mao Fei Cheng 0002 Sadao Kurohashi Eiichiro Sumita Pre-training via Leveraging Assisting Languages for Neural Machine Translation. 279-285 2020 ACL (student) https://doi.org/10.18653/v1/2020.acl-srw.37 https://aclanthology.org/2020.acl-srw.37/ conf/acl/2020-s db/conf/acl/acl2020-s.html#SongDMCKS20 Akiko Aizawa Frédéric Bergéron Junjie Chen Fei Cheng 0002 Katsuhiko Hayashi 0001 Kentaro Inui Hiroyoshi Ito Daisuke Kawahara Masaru Kitsuregawa Hirokazu Kiyomaru Masaki Kobayashi Takashi Kodama Sadao Kurohashi Qianying Liu Masaki Matsubara Yusuke Miyao Atsuyuki Morishima Yugo Murawaki Kazumasa Omura Haiyue Song Eiichiro Sumita Shinji Suzuki Ribeka Tanaka Yu Tanaka Masashi Toyoda Nobuhiro Ueda Honai Ueoka Masao Utiyama Ying Zhong A System for Worldwide COVID-19 Information Aggregation. 2020 NLP4COVID@EMNLP https://doi.org/10.18653/v1/2020.nlpcovid19-2.13 conf/emnlp/2020covid db/conf/emnlp/covid2020.html#AizawaBCCHIIKKK20 Ranran Haoran Zhang Qianying Liu Aysa Xuemo Fan Heng Ji 0001 Daojian Zeng Fei Cheng 0002 Daisuke Kawahara Sadao Kurohashi Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction. 236-246 2020 EMNLP (Findings) https://doi.org/10.18653/v1/2020.findings-emnlp.23 https://aclanthology.org/2020.findings-emnlp.23/ conf/emnlp/2020f db/conf/emnlp/emnlp2020f.html#ZhangLFJZCKK20 Fei Cheng 0002 Masayuki Asahara Ichiro Kobayashi Sadao Kurohashi Dynamically Updating Event Representations for Temporal Relation Classification with Multi-category Learning. 1352-1357 2020 EMNLP (Findings) https://doi.org/10.18653/v1/2020.findings-emnlp.121 https://aclanthology.org/2020.findings-emnlp.121/ conf/emnlp/2020f db/conf/emnlp/emnlp2020f.html#ChengAKK20 Shuntaro Yada Ayami Joh Ribeka Tanaka Fei Cheng 0002 Eiji Aramaki Sadao Kurohashi Towards a Versatile Medical-Annotation Guideline Feasible Without Heavy Medical Knowledge: Starting From Critical Lung Diseases. 4565-4572 2020 LREC https://aclanthology.org/2020.lrec-1.561/ conf/lrec/2020 db/conf/lrec/lrec2020.html#YadaJTCAK20 Lis Pereira Xiaodong Liu 0003 Fei Cheng 0002 Masayuki Asahara Ichiro Kobayashi Adversarial Training for Commonsense Inference. 55-60 2020 RepL4NLP@ACL https://doi.org/10.18653/v1/2020.repl4nlp-1.8 https://aclanthology.org/2020.repl4nlp-1.8/ conf/rep4nlp/2020 db/conf/rep4nlp/rep4nlp2020.html#PereiraLCAK20

Haiyue Song Raj Dabre Zhuoyuan Mao Fei Cheng 0002 Sadao Kurohashi Eiichiro Sumita Pre-training via Leveraging Assisting Languages and Data Selection for Neural Machine Translation. 2020 abs/2001.08353 CoRR https://arxiv.org/abs/2001.08353 db/journals/corr/corr2001.html#abs-2001-08353

Lis Pereira Xiaodong Liu 0003 Fei Cheng 0002 Masayuki Asahara Ichiro Kobayashi Adversarial Training for Commonsense Inference. 2020 abs/2005.08156 CoRR https://arxiv.org/abs/2005.08156 db/journals/corr/corr2005.html#abs-2005-08156

Akiko Aizawa Frédéric Bergéron Junjie Chen Fei Cheng 0002 Katsuhiko Hayashi 0001 Kentaro Inui Hiroyoshi Ito Daisuke Kawahara Masaru Kitsuregawa Hirokazu Kiyomaru Masaki Kobayashi Takashi Kodama Sadao Kurohashi Qianying Liu Masaki Matsubara Yusuke Miyao Atsuyuki Morishima Yugo Murawaki Kazumasa Omura Haiyue Song Eiichiro Sumita Shinji Suzuki Ribeka Tanaka Yu Tanaka Masashi Toyoda Nobuhiro Ueda Honai Ueoka Masao Utiyama Ying Zhong A System for Worldwide COVID-19 Information Aggregation. 2020 abs/2008.01523 CoRR https://arxiv.org/abs/2008.01523 db/journals/corr/corr2008.html#abs-2008-01523

Haoran Zhang 0004 Qianying Liu Aysa Xuemo Fan Heng Ji 0001 Daojian Zeng Fei Cheng 0002 Daisuke Kawahara Sadao Kurohashi Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction. 2020 abs/2009.07503 CoRR https://arxiv.org/abs/2009.07503 db/journals/corr/corr2009.html#abs-2009-07503

Qianying Liu Wenyu Guan Sujian Li Fei Cheng 0002 Daisuke Kawahara Sadao Kurohashi Reverse Operation based Data Augmentation for Solving Math Word Problems. 2020 abs/2010.01556 CoRR https://arxiv.org/abs/2010.01556 db/journals/corr/corr2010.html#abs-2010-01556

Fei Cheng 0002 Yusuke Miyao Inducing Temporal Relations from Time Anchor Annotation. 1833-1843 2018 NAACL-HLT https://doi.org/10.18653/v1/n18-1166 https://aclanthology.org/N18-1166/ conf/naacl/2018-1 db/conf/naacl/naacl2018-1.html#ChengM18 Jun Liu Fei Cheng 0002 Yiran Wang 0006 Hiroyuki Shindo Yuji Matsumoto 0001 Automatic Error Correction on Japanese Functional Expressions Using Character-based Neural Machine Translation. 2018 PACLIC https://aclanthology.org/Y18-1046/ conf/paclic/2018 db/conf/paclic/paclic2018.html#LiuCWSM18 Fei Cheng 0002 Yusuke Miyao Classifying Temporal Relations by Bidirectional LSTM over Dependency Paths. 1-6 2017 ACL (2) https://doi.org/10.18653/v1/P17-2001 https://www.wikidata.org/entity/Q123127187 conf/acl/2017-2 db/conf/acl/acl2017-2.html#ChengM17

Xiaodong Liu 0003 Fei Cheng 0002 Kevin Duh Yuji Matsumoto 0001 A Hybrid Ranking Approach to Chinese Spelling Check. 16:1-16:17 2015 14 ACM Trans. Asian Low Resour. Lang. Inf. Process. 4 https://doi.org/10.1145/2822264 db/journals/talip/talip14.html#LiuCDM15

Fei Cheng 0002 Kevin Duh Yuji Matsumoto 0001 Synthetic Word Parsing Improves Chinese Word Segmentation. 262-267 2015 ACL (2) https://doi.org/10.3115/v1/p15-2043 https://aclanthology.org/P15-2043/ conf/acl/2015-2 db/conf/acl/acl2015-2.html#ChengDM15 Fei Cheng 0002 Kevin Duh Yuji Matsumoto 0001 Parsing Chinese Synthetic Words with a Character-based Dependency Model. 67-72 2014 LREC http://www.lrec-conf.org/proceedings/lrec2014/summaries/96.html conf/lrec/2014 db/conf/lrec/lrec2014.html#ChengDM14 Akiko Aizawa Eiji Aramaki Yuki Arase Masayuki Asahara Frédéric Bergéron Bowen Chen Junjie Chen Lilan Chen Zhehuai Chen Chenhui Chu Raj Dabre Hiroyuki Deguchi 0002 Chenchen Ding Linfeng Dong Kevin Duh Ariunaa Enkhtur Rintaro Enomoto Aysa Xuemo Fan Kazuki Fujii Kensuke Fukumoto Takuya Fukushima Chenjing Geng Zhuo Gong Wenyu Guan Namgi Han Peitao Han Yuto Harada Chikara Hashimoto Katsuhiko Hayashi 0001 Tatsuya Hiraoka Shohei Hisada Sosuke Hosokawa Ke Hu Hao Huang 0009 Jiahao Huang Yin Jou Huang Zhiyi Huang Tatsuro Inaba Kentaro Inui Hiroyoshi Ito Harshit Jaiswal Heng Ji 0001 Junfeng Jiang Lu Jie 0004 Ayami Joh Keisuke Kamata Teruhito Kanazawa Hiroki Kanezashi Hiroshi Kataoka Satoru Katsumata Daisuke Kawahara Seiya Kawano Atsushi Keyaki Keisuke Kiryu Shigeru Kitazawa Masaru Kitsuregawa Hirokazu Kiyomaru Ichiro Kobayashi Kazuma Kobayashi Masaki Kobayashi Takashi Kodama Kouji Kozaki Takahiro Kubo Yohei Kuga Ryoma Kumon Shuhei Kurita Sadao Kurohashi Conglong Li Jiwei Li 0001 Ming Li Sheng Li 0010 Sujian Li Xiaoya Li 0001 Chaoran Liu Jun Liu Qianying Liu Shanshan Liu Xiaodong Liu 0003 Lingjuan Lyu Taiki Maekawa Zhuoyuan Mao Masaki Matsubara Hiroshi Matsuda Yuji Matsumoto 0001 Shiho Matta Shuoyang Meng Nobuaki Minematsu Yusuke Miyao Kentaro Mizuki Sakae Mizuki Atsuyuki Morishima Rumana Ferdous Munne Masayuki Murakami Yugo Murawaki Ryozo Nagai Ryo Nakamura Taishi Nakamura Kouta Nakayama Tomoka Nakazato Takuro Niitsuma Noriki Nishida Jiro Nishitoba Yusuke Oda Hayato Ogawa Takumi Okamoto Naoaki Okazaki Kazumasa Omura Yohei Oseki Shintaro Ozaki Lis PereiraLis Kanashiro Pereira Koki Ryu Rafal Rzepka Keisuke Sakaguchi Jivnesh Sandhan Tushar Sandhan Shota Sasaki Hisahiko Sato Satoshi Sekine Wan-Jou She Jianhao Shen Yibin Shen Hidetoshi Shimodaira Hiroyuki Shindo Panote Siriaraya Haiyue Song Kohei Suda Saku Sugawara Issa Sugiura Hiroaki Sugiyama Eiichiro Sumita Xiaofei Sun 0001 Yikun Sun Hisami Suzuki Jun Suzuki 0001 Shinji Suzuki Toyotaro Suzumura Kensuke Tachibana Yu Takagi Kyosuke Takami Koichi Takeda 0003 Masashi Takeshita Masahiro Tanaka Ribeka Tanaka Yu Tanaka Kenjiro Taura Yuki Taya Jinchuan Tian Narumi Tokunaga Arseny Tolmachev Masashi Toyoda Nobuhiro Ueda Honai Ueoka Masao Utiyama Takehito Utsuro Felix Giovanni Virgo Zhen Wan Guoyin Wang 0002 Jiaxin Wang Katrina Qiyao Wang Shuhe Wang Yexiang Wang Yiran Wang 0006 Shinji Watanabe 0001 Fei Wu 0001 Qin Xie Shuntaro Yada Sakiko Yahata Yuki Yamagata Beverley Anne Yamamoto Yuya Yamamoto Yusuke Yamauchi Hitomi Yanaka Chao-Han Huck Yang Dongsheng Yang 0009 Yuhang Yang Zhengdong Yang Rio Yokota Koichiro Yoshino Yahan Yu Tsuta Yuma Daojian Zeng Ranran Haoran ZhangHaoran Zhang 0004 Tianwei Zhang 0004 Yating Zhang Zelin Zhang Xin Zhao Chengzhi Zhong Wenjie Zhong Ying Zhong Yihua Zhu