Shunian Chen
9 papers · 2024–2026 · 4 conferences · across top CS/AI conferences
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NAACL (2)
ACL (1)
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Keywords
large language model
(4)
multimodal large language model
(4)
benchmark evaluation
(3)
visual question answering
(2)
llm evaluation
(1)
medical imaging
(1)
direct preference optimization
(1)
bias detection
(1)
multimodal learning
(1)
instruction following
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memory efficiency
(1)
computational efficiency
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model alignment
(1)
pairwise comparison
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state space model
(1)
knowledge distillation
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multi-modal large language model
(1)
vision-language model
(1)
domain adaptation
(1)
zero-shot learning
(1)
Papers
Towards Fine-grained Audio Captioning with Multimodal Contextual Fusion
ACL 2026
Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM
EMNLP 2025
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture
EMNLP 2025
MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
NAACL 2025
Huatuo-26M, a Large-scale Chinese Medical QA Dataset
NAACL 2025
Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs
COLING 2025
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
EMNLP 2024
Humans or LLMs as the Judge? A Study on Judgement Bias
EMNLP 2024
VLFeedback: A Large-Scale AI Feedback Dataset for Large Vision-Language Models Alignment
EMNLP 2024