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Large Language Models

6405 directly classified papers

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Papers

SHIFT: Smoothing Hallucinations by Information Flow Tuning for Multimodal Large Language Models ICCV 2025
Visual Chronicles: Using Multimodal LLMs to Analyze Massive Collections of Images ICCV 2025
Unsupervised Visual Chain-of-Thought Reasoning via Preference Optimization ICCV 2025
Towards Video Thinking Test: A Holistic Benchmark for Advanced Video Reasoning and Understanding ICCV 2025
Mitigating Object Hallucinations via Sentence-Level Early Intervention ICCV 2025
Pi-GPS: Enhancing Geometry Problem Solving by Unleashing the Power of Diagrammatic Information ICCV 2025
Trust but Verify: Programmatic VLM Evaluation in the Wild ICCV 2025
BASIC: Boosting Visual Alignment with Intrinsic Refined Embeddings in Multimodal Large Language Models ICCV 2025
VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models ICCV 2025
FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization ICCV 2025
MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh ICCV 2025
ETA: Efficiency through Thinking Ahead, A Dual Approach to Self-Driving with Large Models ICCV 2025
Fuzzy Contrastive Decoding to Alleviate Object Hallucination in Large Vision-Language Models ICCV 2025
Generating Physically Stable and Buildable Brick Structures from Text ICCV 2025
Bootstrapping Grounded Chain-of-Thought in Multimodal LLMs for Data-Efficient Model Adaptation ICCV 2025
DisTime: Distribution-based Time Representation for Video Large Language Models ICCV 2025
Engage for All: Making Ordinary Image Descriptions Appealing Again! ICCV 2025
Information Density Principle for MLLM Benchmarks ICCV 2025
MetaMorph: Multimodal Understanding and Generation via Instruction Tuning ICCV 2025
LLM Thought Divergence and Convergence for Dialogue-Based Image Generation Control ICCV 2025
Can Explicit Gender Information Improve Zero-Shot Machine Translation? ACL 2025
Colombian Waitresses y Jueces canadienses: Gender and Country Biases in Occupation Recommendations from LLMs ACL 2025
Bias Attribution in Filipino Language Models: Extending a Bias Interpretability Metric for Application on Agglutinative Languages ACL 2025
Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models ACL 2025
Rationale Behind Essay Scores: Enhancing S-LLM’s Multi-Trait Essay Scoring with Rationale Generated by LLMs NAACL 2025