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Large Language Models

2678 directly classified papers

Papers per year

Papers

The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation CVPR 2025
Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization CVPR 2025
SynTab-LLaVA: Enhancing Multimodal Table Understanding with Decoupled Synthesis CVPR 2025
DrVideo: Document Retrieval Based Long Video Understanding CVPR 2025
DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding CVPR 2025
LLM-driven Multimodal and Multi-Identity Listening Head Generation CVPR 2025
ODE: Open-Set Evaluation of Hallucinations in Multimodal Large Language Models CVPR 2025
MLLM-as-a-Judge for Image Safety without Human Labeling CVPR 2025
VidHalluc: Evaluating Temporal Hallucinations in Multimodal Large Language Models for Video Understanding CVPR 2025
CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation CVPR 2025
Teaching Large Language Models to Regress Accurate Image Quality Scores Using Score Distribution CVPR 2025
Unveiling Visual Perception in Language Models: An Attention Head Analysis Approach CVPR 2025
Coarse Correspondences Boost Spatial-Temporal Reasoning in Multimodal Language Model CVPR 2025
Dispider: Enabling Video LLMs with Active Real-Time Interaction via Disentangled Perception, Decision, and Reaction CVPR 2025
Can Machines Understand Composition? Dataset and Benchmark for Photographic Image Composition Embedding and Understanding CVPR 2025
Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering CVPR 2025
The Devil is in Temporal Token: High Quality Video Reasoning Segmentation CVPR 2025
PhyT2V: LLM-Guided Iterative Self-Refinement for Physics-Grounded Text-to-Video Generation CVPR 2025
Distilled Prompt Learning for Incomplete Multimodal Survival Prediction CVPR 2025
Self-Improvement in Multimodal Large Language Models: A Survey EMNLP 2025
Confusion is the Final Barrier: Rethinking Jailbreak Evaluation and Investigating the Real Misuse Threat of LLMs EMNLP 2025
Attention Consistency for LLMs Explanation EMNLP 2025
A Survey on Sparse Autoencoders: Interpreting the Internal Mechanisms of Large Language Models EMNLP 2025
NLoRA: Nyström-Initiated Low-Rank Adaptation for Large Language Models EMNLP 2025
Multilingual Verbalisation of Knowledge Graphs EMNLP 2025