| 2025 | ICLR | Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data. | Seiji Maekawa, Hayate Iso, Nikita Bhutani |
| 2025 | NAACL | From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization. | Catarina G. Belm, Pouya Pezeshkpour, Hayate Iso, Seiji Maekawa, Nikita Bhutani, Estevam Hruschka |
| 2025 | NAACL | Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education. | Hayate Iso, Pouya Pezeshkpour, Nikita Bhutani, Estevam Hruschka |
| 2024 | COLING | XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates. | Haopeng Zhang, Hayate Iso, Sairam Gurajada, Nikita Bhutani |
| 2024 | EACL | Less is More for Long Document Summary Evaluation by LLMs. | Yunshu Wu, Hayate Iso, Pouya Pezeshkpour, Nikita Bhutani, Estevam Hruschka |
| 2024 | EMNLP | AmbigNLG: Addressing Task Ambiguity in Instruction for NLG. | Ayana Niwa, Hayate Iso |
| 2024 | INLG | AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation. | Hayate Iso |
| 2024 | INLG | Noisy Pairing and Partial Supervision for Stylized Opinion Summarization. | Hayate Iso, Xiaolan Wang, Yoshi Suhara |
| 2024 | NAACL | Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models. | Seiji Maekawa, Hayate Iso, Sairam Gurajada, Nikita Bhutani |
| 2023 | IJCNLP | Zero-shot Triplet Extraction by Template Infilling. | Bosung Kim, Hayate Iso, Nikita Bhutani, Estevam Hruschka, Ndapa Nakashole, Tom M. Mitchell |
| 2022 | ACL | Comparative Opinion Summarization via Collaborative Decoding. | Hayate Iso, Xiaolan Wang, Stefanos Angelidis, Yoshihiko Suhara |
| 2021 | EMNLP | Convex Aggregation for Opinion Summarization. | Hayate Iso, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Wang-Chiew Tan |
| 2020 | ACL | Fact-based Text Editing. | Hayate Iso, Chao Qiao, Hang Li |
| 2019 | ACL | 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 |
| 2017 | IJCNLP | Multivariate Linear Regression of Symptoms-related Tweets for Infectious Gastroenteritis Scale Estimation. | Ryo Takeuchi, Hayate Iso, Kaoru Ito, Shoko Wakamiya, Eiji Aramaki |
| 2016 | COLING | Forecasting Word Model: Twitter-based Influenza Surveillance and Prediction. | Hayate Iso, Shoko Wakamiya, Eiji Aramaki |