Forecasting Word Model: Twitter-based Influenza Surveillance and Prediction. - Hayate Iso; Shoko Wakamiya; Eiji Aramaki (COLING, 2016)

Multivariate Linear Regression of Symptoms-related Tweets for Infectious Gastroenteritis Scale Estimation. - Ryo Takeuchi; Hayate Iso; Kaoru Ito; Shoko Wakamiya; Eiji Aramaki (DDDSM@IJCNLP, 2017)

Conditional Density Estimation of Tweet Location: A Feature-Dependent Approach. - Hayate Iso; Shoko Wakamiya; Eiji Aramaki (MedInfo, 2017)

NTCIR13 MedWeb Task: multi-label classification of tweets using an ensemble of neural networks. - Hayate Iso; Camille Ruiz; Taichi Murayama; Katsuya Taguchi; Ryo Takeuchi; Hideya Yamamoto; Shoko Wakamiya; Eiji Aramaki (NTCIR, 2017)

Density Estimation for Geolocation via Convolutional Mixture Density Network. - Hayate Iso; Shoko Wakamiya; Eiji Aramaki (CoRR, 2017)

Wisdom in Adversity: A Twitter Study of the Japanese Tsunami. - Paolo Casani; Hayate Iso; Shoko Wakamiya; Eiji Aramaki (ASONAM, 2018)

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 (ACL (1), 2019)

Fact-based Text Editing. - Hayate Iso; Chao Qiao; Hang Li (ACL, 2020)

End-to-end Biomedical Entity Linking with Span-based Dictionary Matching. - Shogo Ujiie; Hayate Iso; Shuntaro Yada; Shoko Wakamiya; Eiji Aramaki (BioNLP@NAACL-HLT, 2021)

Convex Aggregation for Opinion Summarization. - Hayate Iso; Xiaolan Wang 001; Yoshihiko Suhara; Stefanos Angelidis; Wang-Chiew Tan (EMNLP (Findings), 2021)

Biomedical Entity Linking with Contrastive Context Matching. - Shogo Ujiie; Hayate Iso; Eiji Aramaki (CoRR, 2021)

Comparative Opinion Summarization via Collaborative Decoding. - Hayate Iso; Xiaolan Wang 001; Yoshihiko Suhara (CoRR, 2021)

Comparative Opinion Summarization via Collaborative Decoding. - Hayate Iso; Xiaolan Wang 001; Stefanos Angelidis; Yoshihiko Suhara (ACL (Findings), 2022)

Noisy Pairing and Partial Supervision for Opinion Summarization. - Hayate Iso; Xiaolan Wang 001; Yoshi Suhara (CoRR, 2022)

Zero-shot Triplet Extraction by Template Infilling. - Bosung Kim; Hayate Iso; Nikita Bhutani; Estevam Hruschka; Ndapa Nakashole (CoRR, 2022)

Zero-shot Triplet Extraction by Template Infilling. - Bosung Kim; Hayate Iso; Nikita Bhutani; Estevam Hruschka; Ndapa Nakashole; Tom M. Mitchell (IJCNLP (1), 2023)

Distilling Large Language Models using Skill-Occupation Graph Context for HR-Related Tasks. - Pouya Pezeshkpour; Hayate Iso; Thom Lake; Nikita Bhutani; Estevam Hruschka (CoRR, 2023)

XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates. - Haopeng Zhang 005; Hayate Iso; Sairam Gurajada; Nikita Bhutani (LREC/COLING, 2024)

Less is More for Long Document Summary Evaluation by LLMs. - Yunshu Wu; Hayate Iso; Pouya Pezeshkpour; Nikita Bhutani; Estevam Hruschka (EACL (2), 2024)

AmbigNLG: Addressing Task Ambiguity in Instruction for NLG. - Ayana Niwa; Hayate Iso (EMNLP, 2024)

AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation. - Hayate Iso (INLG, 2024)

Noisy Pairing and Partial Supervision for Stylized Opinion Summarization. - Hayate Iso; Xiaolan Wang 001; Yoshi Suhara (INLG, 2024)

Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models. - Seiji Maekawa; Hayate Iso; Sairam Gurajada; Nikita Bhutani (NAACL-HLT, 2024)

A Blueprint Architecture of Compound AI Systems for Enterprise. - Eser Kandogan; Sajjadur Rahman; Nikita Bhutani; Dan Zhang 025; Rafael Li Chen; Kushan Mitra; Sairam Gurajada; Pouya Pezeshkpour; Hayate Iso; Yanlin Feng; Hannah Kim 001; Chen Shen 009; et al. (CoRR, 2024)

From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization. - Catarina G. Belém; Pouya Pezeskhpour; Hayate Iso; Seiji Maekawa; Nikita Bhutani; Estevam Hruschka (CoRR, 2024)

Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data. - Seiji Maekawa; Hayate Iso; Nikita Bhutani (ICLR, 2025)

From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization. - Catarina G. Belém; Pouya Pezeshkpour; Hayate Iso; Seiji Maekawa; Nikita Bhutani; Estevam Hruschka (NAACL (Findings), 2025)

Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education. - Hayate Iso; Pouya Pezeshkpour; Nikita Bhutani; Estevam Hruschka (NAACL (Industry Track), 2025)