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Large Language Models

9,067 papers

Papers per year

Papers

Lost in Variation? Evaluating NLI Performance in Basque and Spanish Geographical Variants CONLL 2025
BabyLM’s First Words: Word Segmentation as a Phonological Probing Task CONLL 2025
GCG-Based Artificial Languages for Evaluating Inductive Biases of Neural Language Models CONLL 2025
Human-likeness of LLMs in the Mental Lexicon CONLL 2025
Task Preference Optimization: Improving Multimodal Large Language Models with Vision Task Alignment CVPR 2025
Multi-Layer Visual Feature Fusion in Multimodal LLMs: Methods, Analysis, and Best Practices CVPR 2025
PhD: A ChatGPT-Prompted Visual Hallucination Evaluation Dataset CVPR 2025
Enhancing Video-LLM Reasoning via Agent-of-Thoughts Distillation CVPR 2025
Img-Diff: Contrastive Data Synthesis for Multimodal Large Language Models CVPR 2025
The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation CVPR 2025
TANGO: Training-free Embodied AI Agents for Open-world Tasks CVPR 2025
SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025
Debiasing Multimodal Large Language Models via Noise-Aware Preference Optimization CVPR 2025
DocLayLLM: An Efficient Multi-modal Extension of Large Language Models for Text-rich Document Understanding CVPR 2025
Adaptive Markup Language Generation for Contextually-Grounded Visual Document Understanding CVPR 2025
LLM-driven Multimodal and Multi-Identity Listening Head Generation CVPR 2025
ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large Language Models CVPR 2025
ODE: Open-Set Evaluation of Hallucinations in Multimodal Large Language Models CVPR 2025
BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices CVPR 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025
DriveGPT4-V2: Harnessing Large Language Model Capabilities for Enhanced Closed-Loop Autonomous Driving CVPR 2025
ATP-LLaVA: Adaptive Token Pruning for Large Vision Language Models CVPR 2025
LiveCC: Learning Video LLM with Streaming Speech Transcription at Scale CVPR 2025
VladVA: Discriminative Fine-tuning of LVLMs CVPR 2025
Hybrid-Level Instruction Injection for Video Token Compression in Multi-modal Large Language Models CVPR 2025