Kyosuke Nishida
28 papers · 2017–2026 · 12 venues · across top CS/AI venues
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large language model
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visual question answering
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multimodal learning
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document image
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document understanding
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theory of mind
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reward model
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pre-trained language model
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attention mechanism
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text normalization
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question answering
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vision-language model
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machine reading comprehension
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word embedding
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natural language generation
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Papers
Debiasing Reward Models via Causally Motivated Inference-Time Intervention
ACL 2026
Let’s Put Ourselves in Sally’s Shoes: Shoes-of-Others Prefilling Improves Theory of Mind in Large Language Models
EACL 2026
Learning from Hallucinations: Mitigating Hallucinations in LLMs via Internal Representation Intervention
IJCNLP 2025
Portable Reward Tuning: Towards Reusable Fine-Tuning across Different Pretrained Models
ICML 2025
ToMATO: Verbalizing the Mental States of Role-Playing LLMs for Benchmarking Theory of Mind
AAAI 2025
VDocRAG: Retrieval-Augmented Generation over Visually-Rich Documents
CVPR 2025
Wavelet-based Positional Representation for Long Context
ICLR 2025
Initialization of Large Language Models via Reparameterization to Mitigate Loss Spikes
EMNLP 2024
InstructDoc: A Dataset for Zero-Shot Generalization of Visual Document Understanding with Instructions
AAAI 2024
DueT: Image-Text Contrastive Transfer Learning with Dual-adapter Tuning
EMNLP 2023
Self-Adaptive Named Entity Recognition by Retrieving Unstructured Knowledge
EACL 2023
SlideVQA: A Dataset for Document Visual Question Answering on Multiple Images
AAAI 2023
Dialogue Acts Aided Important Utterance Detection Based on Multiparty and Multimodal Information
Interspeech 2022
Improving Few-Shot Image Classification Using Machine- and User-Generated Natural Language Descriptions
NAACL 2022
Japanese ASR-Robust Pre-trained Language Model with Pseudo-Error Sentences Generated by Grapheme-Phoneme Conversion
Interspeech 2022
Scene-Text Aware Image and Text Retrieval with Dual-Encoder
ACL 2022
Task-adaptive Pre-training of Language Models with Word Embedding Regularization
ACL 2021
VisualMRC: Machine Reading Comprehension on Document Images
AAAI 2021
A Transformer-Based Audio Captioning Model with Keyword Estimation
Interspeech 2020
Seeing the World through Text: Evaluating Image Descriptions for Commonsense Reasoning in Machine Reading Comprehension
COLING 2020
Answering while Summarizing: Multi-task Learning for Multi-hop QA with Evidence Extraction
ACL 2019
A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension
ACL 2019
Multi-style Generative Reading Comprehension
ACL 2019
Commonsense Knowledge Base Completion and Generation
CoNLL 2018
Natural Language Inference with Definition Embedding Considering Context On the Fly
ACL 2018
Automatically Extracting Variant-Normalization Pairs for Japanese Text Normalization
IJCNLP 2017
Hyperspherical Query Likelihood Models with Word Embeddings
IJCNLP 2017
Improving Neural Text Normalization with Data Augmentation at Character- and Morphological Levels
IJCNLP 2017