Hayate Iso

According to our database, Hayate Iso authored at least 26 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization.

Catarina G. Belem, 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

CoRR, 2024

A Blueprint Architecture of Compound AI Systems for Enterprise.

Eser Kandogan, Sajjadur Rahman, Nikita Bhutani, Dan Zhang, Rafael Li Chen, Kushan Mitra, Sairam Gurajada, Pouya Pezeshkpour, Hayate Iso, Yanlin Feng, Hannah Kim, Chen Shen, Jin Wang, Estevam Hruschka

CoRR, 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

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

Noisy Pairing and Partial Supervision for Stylized Opinion Summarization.

Hayate Iso, Xiaolan Wang, Yoshi Suhara

Proceedings of the 17th International Natural Language Generation Conference, 2024

AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation.

Hayate Iso

Proceedings of the 17th International Natural Language Generation Conference, 2024

AmbigNLG: Addressing Task Ambiguity in Instruction for NLG.

Ayana Niwa, Hayate Iso

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Less is More for Long Document Summary Evaluation by LLMs.

Yunshu Wu, Hayate Iso, Pouya Pezeshkpour, Nikita Bhutani, Estevam Hruschka

Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics, 2024

XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates.

Haopeng Zhang, Hayate Iso, Sairam Gurajada, Nikita Bhutani

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

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

Zero-shot Triplet Extraction by Template Infilling.

Bosung Kim, Hayate Iso, Nikita Bhutani, Estevam Hruschka, Ndapa Nakashole, Tom M. Mitchell

Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

2022

Zero-shot Triplet Extraction by Template Infilling.

Bosung Kim, Hayate Iso, Nikita Bhutani, Estevam Hruschka, Ndapa Nakashole

CoRR, 2022

Noisy Pairing and Partial Supervision for Opinion Summarization.

Hayate Iso, Xiaolan Wang, Yoshi Suhara

CoRR, 2022

Comparative Opinion Summarization via Collaborative Decoding.

Hayate Iso, Xiaolan Wang, Stefanos Angelidis, Yoshihiko Suhara

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Comparative Opinion Summarization via Collaborative Decoding.

Hayate Iso, Xiaolan Wang, Yoshihiko Suhara

CoRR, 2021

Biomedical Entity Linking with Contrastive Context Matching.

Shogo Ujiie, Hayate Iso, Eiji Aramaki

CoRR, 2021

Convex Aggregation for Opinion Summarization.

Hayate Iso, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Wang-Chiew Tan

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

End-to-end Biomedical Entity Linking with Span-based Dictionary Matching.

Shogo Ujiie, Hayate Iso, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki

Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

2020

Fact-based Text Editing.

Hayate Iso, Chao Qiao, Hang Li

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

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

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Wisdom in Adversity: A Twitter Study of the Japanese Tsunami.

Paolo Casani, Hayate Iso, Shoko Wakamiya, Eiji Aramaki

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

2017

Density Estimation for Geolocation via Convolutional Mixture Density Network.

Hayate Iso, Shoko Wakamiya, Eiji Aramaki

CoRR, 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

Proceedings of the 13th NTCIR Conference, 2017

Conditional Density Estimation of Tweet Location: A Feature-Dependent Approach.

Hayate Iso, Shoko Wakamiya, Eiji Aramaki

Proceedings of the MEDINFO 2017: Precision Healthcare through Informatics, 2017

Multivariate Linear Regression of Symptoms-related Tweets for Infectious Gastroenteritis Scale Estimation.

Ryo Takeuchi, Hayate Iso, Kaoru Ito, Shoko Wakamiya, Eiji Aramaki

Proceedings of the International Workshop on Digital Disease Detection using Social Media, 2017

2016

Forecasting Word Model: Twitter-based Influenza Surveillance and Prediction.

Hayate Iso, Shoko Wakamiya, Eiji Aramaki

Proceedings of the COLING 2016, 2016