Hayate Iso

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 30

Top Topics

Conditional Density Estimation

Opinion Summarization

Text Generation

Top Venues

Publications

Haopeng Zhang, Hayate Iso, Sairam Gurajada, Nikita Bhutani
XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates. LREC/COLING (2024)
Ayana Niwa, Hayate Iso
AmbigNLG: Addressing Task Ambiguity in Instruction for NLG. CoRR (2024)
Yunshu Wu, Hayate Iso, Pouya Pezeshkpour, Nikita Bhutani, Estevam Hruschka
Less is More for Long Document Summary Evaluation by LLMs. EACL (2) (2024)
Seiji Maekawa, Hayate Iso, Sairam Gurajada, Nikita Bhutani
Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models. CoRR (2024)
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
A Blueprint Architecture of Compound AI Systems for Enterprise. CoRR (2024)
Seiji Maekawa, Hayate Iso, Sairam Gurajada, Nikita Bhutani
Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models. NAACL-HLT (2024)
Haopeng Zhang, Hayate Iso, Sairam Gurajada, Nikita Bhutani
XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates. CoRR (2023)
Yunshu Wu, Hayate Iso, Pouya Pezeshkpour, Nikita Bhutani, Estevam Hruschka
Less is More for Long Document Summary Evaluation by LLMs. CoRR (2023)
Bosung Kim, Hayate Iso, Nikita Bhutani, Estevam Hruschka, Ndapa Nakashole, Tom M. Mitchell
Zero-shot Triplet Extraction by Template Infilling. IJCNLP (1) (2023)
Pouya Pezeshkpour, Hayate Iso, Thom Lake, Nikita Bhutani, Estevam Hruschka
Distilling Large Language Models using Skill-Occupation Graph Context for HR-Related Tasks. CoRR (2023)
Hayate Iso, Xiaolan Wang, Stefanos Angelidis, Yoshihiko Suhara
Comparative Opinion Summarization via Collaborative Decoding. ACL (Findings) (2022)
Hayate Iso, Xiaolan Wang, Yoshi Suhara
Noisy Pairing and Partial Supervision for Opinion Summarization. CoRR (2022)
Bosung Kim, Hayate Iso, Nikita Bhutani, Estevam Hruschka, Ndapa Nakashole
Zero-shot Triplet Extraction by Template Infilling. CoRR (2022)
Hayate Iso
AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation. CoRR (2022)
Hayate Iso, Xiaolan Wang, Yoshihiko Suhara
Comparative Opinion Summarization via Collaborative Decoding. CoRR (2021)
Shogo Ujiie, Hayate Iso, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
End-to-end Biomedical Entity Linking with Span-based Dictionary Matching. CoRR (2021)
Hayate Iso, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Wang-Chiew Tan
Convex Aggregation for Opinion Summarization. CoRR (2021)
Shogo Ujiie, Hayate Iso, Eiji Aramaki
Biomedical Entity Linking with Contrastive Context Matching. CoRR (2021)
Shogo Ujiie, Hayate Iso, Shuntaro Yada, Shoko Wakamiya, Eiji Aramaki
End-to-end Biomedical Entity Linking with Span-based Dictionary Matching. BioNLP@NAACL-HLT (2021)
Hayate Iso, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Wang-Chiew Tan
Convex Aggregation for Opinion Summarization. EMNLP (Findings) (2021)
Hayate Iso, Chao Qiao, Hang Li
Fact-based Text Editing. ACL (2020)
Hayate Iso, Chao Qiao, Hang Li
Fact-based Text Editing. CoRR (2020)
Hayate Iso, Yui Uehara, Tatsuya Ishigaki, Hiroshi Noji, Eiji Aramaki, Ichiro Kobayashi, Yusuke Miyao, Naoaki Okazaki, Hiroya Takamura
Learning to Select, Track, and Generate for Data-to-Text. CoRR (2019)
Hayate Iso, Yui Uehara, Tatsuya Ishigaki, Hiroshi Noji, Eiji Aramaki, Ichiro Kobayashi, Yusuke Miyao, Naoaki Okazaki, Hiroya Takamura
Learning to Select, Track, and Generate for Data-to-Text. ACL (1) (2019)
Paolo Casani, Hayate Iso, Shoko Wakamiya, Eiji Aramaki
Wisdom in Adversity: A Twitter Study of the Japanese Tsunami. ASONAM (2018)
Hayate Iso, Shoko Wakamiya, Eiji Aramaki
Conditional Density Estimation of Tweet Location: A Feature-Dependent Approach. MedInfo (2017)
Hayate Iso, Shoko Wakamiya, Eiji Aramaki
Density Estimation for Geolocation via Convolutional Mixture Density Network. CoRR (2017)
Hayate Iso, Camille Ruiz, Taichi Murayama, Katsuya Taguchi, Ryo Takeuchi, Hideya Yamamoto, Shoko Wakamiya, Eiji Aramaki
NTCIR13 MedWeb Task: multi-label classification of tweets using an ensemble of neural networks. NTCIR (2017)
Ryo Takeuchi, Hayate Iso, Kaoru Ito, Shoko Wakamiya, Eiji Aramaki
Multivariate Linear Regression of Symptoms-related Tweets for Infectious Gastroenteritis Scale Estimation. DDDSM@IJCNLP (2017)
Hayate Iso, Shoko Wakamiya, Eiji Aramaki
Forecasting Word Model: Twitter-based Influenza Surveillance and Prediction. COLING (2016)