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Large Language Models

2678 directly classified papers

Papers per year

Papers

Engage for All: Making Ordinary Image Descriptions Appealing Again! ICCV 2025
Instruction-Grounded Visual Projectors for Continual Learning of Generative Vision-Language Models 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
LangBridge: Interpreting Image as a Combination of Language Embeddings ICCV 2025
VisNumBench: Evaluating Number Sense of Multimodal Large Language Models ICCV 2025
FinMMR: Make Financial Numerical Reasoning More Multimodal, Comprehensive, and Challenging ICCV 2025
ChatReID: Open-ended Interactive Person Retrieval via Hierarchical Progressive Tuning for Vision Language Models ICCV 2025
Streaming VideoLLMs for Real-Time Procedural Video Understanding ICCV 2025
Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models ICCV 2025
OURO: A Self-Bootstrapped Framework for Enhancing Multimodal Scene Understanding ICCV 2025
Visual Textualization for Image Prompted Object Detection ICCV 2025
Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma? ICCV 2025
PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality EMNLP 2025
Self-Contrastive Loop of Thought Method for Text-to-SQL Based on Large Language Model ACL 2025
AccessEval: Benchmarking Disability Bias in Large Language Models EMNLP 2025
Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation AAAI 2025
Analyzing and Modeling LLM Response Lengths with Extreme Value Theory: Anchoring Effects and Hybrid Distributions EMNLP 2025
BARTABSA++: Revisiting BARTABSA with Decoder LLMs ACL 2025
GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025
STORYTELLER: An Enhanced Plot-Planning Framework for Coherent and Cohesive Story Generation ACL 2025
GenAL: Generative Agent for Adaptive Learning AAAI 2025
mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025
LESA: Learnable LLM Layer Scaling-Up ACL 2025