Hayate Iso
14 papers · 2016–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (18) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze 𧬠Topic Evolution
π§
Keyword Pioneer
ποΈ
Keyword Collector
(58)
π₯
Unstoppable Β· Bronze
β
The Questioner
π
Trend Setter
π
Century Club Β· Bronze
Top co-authors
Research topics
Natural Language Processing
(9)
Generation
(7)
Machine Learning
(6)
Deep Learning
(4)
Resources & Methods
(4)
Application Areas
(3)
Artificial Intelligence
(2)
Applications
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Interdisciplinary
(1)
Learning Types Β· Machine Learning
(1)
Keywords
large language model
(5)
text generation
(3)
text editing
(2)
question answering
(2)
opinion summarization
(2)
benchmark dataset
(1)
knowledge base
(1)
algorithmic fairness
(1)
instruction following
(1)
text summarization
(1)
entity linking
(1)
disease surveillance
(1)
hallucination detection
(1)
latent space
(1)
context window
(1)
retrieval-augmented generation
(1)
semantic analysis
(1)
retrieval augmentation
(1)
vector aggregation
(1)
unsupervised learning
(1)
Papers
Evaluating Bias in LLMs for Job-Resume Matching: Gender, Race, and Education
NAACL 2025
From Single to Multi: How LLMs Hallucinate in Multi-Document Summarization
NAACL 2025
Holistic Reasoning with Long-Context LMs: A Benchmark for Database Operations on Massive Textual Data
ICLR 2025
AmbigNLG: Addressing Task Ambiguity in Instruction for NLG
EMNLP 2024
Less is More for Long Document Summary Evaluation by LLMs
EACL 2024
Retrieval Helps or Hurts? A Deeper Dive into the Efficacy of Retrieval Augmentation to Language Models
NAACL 2024
XATU: A Fine-grained Instruction-based Benchmark for Explainable Text Updates
COLING 2024
Zero-shot Triplet Extraction by Template Infilling
IJCNLP 2023
Comparative Opinion Summarization via Collaborative Decoding
ACL 2022
Convex Aggregation for Opinion Summarization
EMNLP 2021
End-to-end Biomedical Entity Linking with Span-based Dictionary Matching
NAACL 2021
Fact-based Text Editing
ACL 2020
Learning to Select, Track, and Generate for Data-to-Text
ACL 2019
Forecasting Word Model: Twitter-based Influenza Surveillance and Prediction
COLING 2016