Kazuki Hayashi
9 papers · 2024–2026 · 5 venues · across top CS/AI venues
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (32) 🐣 Hot Topic Early Bird ❓ The Questioner
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Prolific Year · Productive
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vision-language model
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knowledge probing
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rational reasoning
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confidence calibration
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factual knowledge
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knowledge base
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instruction tuning
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large vision-language model
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instruction following
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multilingual generation
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retrieval-augmented generation
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emotion recognition
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multi-turn dialogue
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image understanding
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knowledge reasoning
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medical domain
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text generation
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Papers
Cosine Similarity as Logits?: A Scalable Knowledge Probe Using Embedding Vectors from Generative Language Models
EACL 2026
Diagnosing Vision Language Models’ Perception by Leveraging Human Methods for Color Vision Deficiencies
EACL 2026
BQA: Body Language Question Answering Dataset for Video Large Language Models
ACL 2025
IRR: Image Review Ranking Framework for Evaluating Vision-Language Models
COLING 2025
LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions
EMNLP 2025
Reliability of Distribution Predictions by LLMs: Insights from Counterintuitive Pseudo-Distributions
NAACL 2025
Towards Cross-Lingual Explanation of Artwork in Large-scale Vision Language Models
NAACL 2025
Understanding the Impact of Confidence in Retrieval Augmented Generation: A Case Study in the Medical Domain
ACL 2025
Towards Artwork Explanation in Large-scale Vision Language Models
ACL 2024