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Large Language Models

6,405 papers

Papers per year

Papers

From Multimodal LLMs to Generalist Embodied Agents: Methods and Lessons CVPR 2025
Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding CVPR 2025
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation CVPR 2025
DexHandDiff: Interaction-aware Diffusion Planning for Adaptive Dexterous Manipulation CVPR 2025
CountLLM: Towards Generalizable Repetitive Action Counting via Large Language Model CVPR 2025
ASHiTA: Automatic Scene-grounded HIerarchical Task Analysis CVPR 2025
R2C: Mapping Room to Chessboard to Unlock LLM As Low-Level Action Planner CVPR 2025
Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding CVPR 2025
DynFocus: Dynamic Cooperative Network Empowers LLMs with Video Understanding CVPR 2025
AIGV-Assessor: Benchmarking and Evaluating the Perceptual Quality of Text-to-Video Generation with LMM CVPR 2025
CoSpace: Benchmarking Continuous Space Perception Ability for Vision-Language Models CVPR 2025
VideoRefer Suite: Advancing Spatial-Temporal Object Understanding with Video LLM CVPR 2025
Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation CVPR 2025
3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination CVPR 2025
Cross-modal Information Flow in Multimodal Large Language Models CVPR 2025
HyperSeg: Hybrid Segmentation Assistant with Fine-grained Visual Perceiver CVPR 2025
Building a Mind Palace: Structuring Environment-Grounded Semantic Graphs for Effective Long Video Analysis with LLMs CVPR 2025
Towards Automated Error Discovery: A Study in Conversational AI EMNLP 2025
Break the Checkbox: Challenging Closed-Style Evaluations of Cultural Alignment in LLMs EMNLP 2025
Biased Tales: Cultural and Topic Bias in Generating Children’s Stories EMNLP 2025
Revisiting LLM Value Probing Strategies: Are They Robust and Expressive? EMNLP 2025
Preemptive Detection and Correction of Misaligned Actions in LLM Agents EMNLP 2025
Fingerprinting LLMs through Survey Item Factor Correlation: A Case Study on Humor Style Questionnaire EMNLP 2025
From Problem-Solving to Teaching Problem-Solving: Aligning LLMs with Pedagogy using Reinforcement Learning EMNLP 2025
CompKBQA: Component-wise Task Decomposition for Knowledge Base Question Answering EMNLP 2025