Kosuke Nishida
12 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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Topic Evolution
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Dynamic Duo
(10)
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Keyword Collector
(59)
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Century Club Β· Bronze
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Research topics
Deep Learning
(6)
Natural Language Processing
(6)
Artificial Intelligence
(5)
Machine Learning
(5)
Applications Β· Natural Language Processing
(5)
Core AI
(5)
Learning Types Β· Deep Learning
(5)
Learning Types Β· Machine Learning
(3)
Models
(2)
Resources & Methods
(2)
Computer Vision
(1)
Application Areas
(1)
Applications Β· Computer Vision
(1)
Generation
(1)
Optimization & Theory
(1)
Keywords
large language model
(2)
vision-language model
(2)
zero-shot learning
(1)
domain adaptation
(1)
visual question answering
(1)
attention mechanism
(1)
natural language inference
(1)
neural network optimization
(1)
explainable question answering
(1)
natural language generation
(1)
question answering
(1)
extractive summarization
(1)
chain-of-thought reasoning
(1)
named entity recognition
(1)
reading comprehension
(1)
knowledge distillation
(1)
model alignment
(1)
uncertainty sampling
(1)
weight initialization
(1)
multi-task learning
(1)
Papers
Debiasing Reward Models via Causally Motivated Inference-Time Intervention
ACL 2026
Rationale-Enhanced Decoding for Multi-modal Chain-of-Thought
CVPR 2026
Explanation Bottleneck Models
AAAI 2025
Learning from Hallucinations: Mitigating Hallucinations in LLMs via Internal Representation Intervention
IJCNLP 2025
Initialization of Large Language Models via Reparameterization to Mitigate Loss Spikes
EMNLP 2024
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge
EACL 2023
SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images
AAAI 2023
Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions
NAACL 2022
Task-adaptive Pre-training of Language Models with Word Embedding Regularization
ACL 2021
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction
ACL 2019
Multi-style Generative Reading Comprehension
ACL 2019
Natural Language Inference with Definition Embedding Considering Context On the Fly
ACL 2018