conftrace_

large vision-language model

170 papers

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Also known as

LVLM

Co-occurring keywords

vision-language model (2348) multimodal learning (4645) hallucination mitigation (320) visual question answering (1017) benchmark evaluation (1556) object hallucination (51) visual reasoning (493) attention mechanism (4001) hallucination detection (530) multimodal reasoning (197)

Papers

Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? ACL 2025
EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models ACL 2025
Mitigating Hallucinations in Large Vision-Language Models via Summary-Guided Decoding NAACL 2025
ReCoT: Reflective Self-Correction Training for Mitigating Confirmation Bias in Large Vision-Language Models ICCV 2025
Deciphering Cross-Modal Alignment in Large Vision-Language Models via Modality Integration Rate ICCV 2025
MultiVerse: A Multi-Turn Conversation Benchmark for Evaluating Large Vision and Language Models ICCV 2025
Vision-Language Models Can't See the Obvious ICCV 2025
Can LVLMs Obtain a Driver’s License? A Benchmark Towards Reliable AGI for Autonomous Driving AAAI 2025
A-VL: Adaptive Attention for Large Vision-Language Models AAAI 2025
Making LVLMs Look Twice: Contrastive Decoding with Contrast Images ACL 2025
Detect, Disambiguate, and Translate: On-Demand Visual Reasoning for Multimodal Machine Translation with Large Vision-Language Models NAACL 2025
ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement EMNLP 2025
MoLoRAG: Bootstrapping Document Understanding via Multi-modal Logic-aware Retrieval EMNLP 2025
SHARP: Steering Hallucination in LVLMs via Representation Engineering EMNLP 2025
Enhancing Large Vision-Language Models with Ultra-Detailed Image Caption Generation EMNLP 2025
ProReason: Multi-Modal Proactive Reasoning with Decoupled Eyesight and Wisdom EMNLP 2025
Benchmarking and Mitigating MCQA Selection Bias of Large Vision-Language Models EMNLP 2025
Mitigating Object Hallucinations in Large Vision-Language Models with Assembly of Global and Local Attention CVPR 2025
ICT: Image-Object Cross-Level Trusted Intervention for Mitigating Object Hallucination in Large Vision-Language Models CVPR 2025
MoLE:Decoding by Mixture of Layer Experts Alleviates Hallucination in Large Vision-Language Models AAAI 2025
CoMT: A Novel Benchmark for Chain of Multi-modal Thought on Large Vision-Language Models AAAI 2025
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts AAAI 2025
Mitigating Hallucinations in Large Vision-Language Models by Adaptively Constraining Information Flow AAAI 2025
Towards Efficient and Robust VQA-NLE Data Generation with Large Vision-Language Models COLING 2025
Look, Compare, Decide: Alleviating Hallucination in Large Vision-Language Models via Multi-View Multi-Path Reasoning COLING 2025