← Models
Deep Learning › Models ›

Large Language Models

2678 directly classified papers

Papers per year

Papers

Efficient Language-instructed Skill Acquisition via Reward-Policy Co-Evolution AAAI 2025
Teaching Models to Improve on Tape AAAI 2025
T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025
FLUE: Streamlined Uncertainty Estimation for Large Language Models AAAI 2025
Format Inertia: A Failure Mechanism of LLMs in Medical Pre-Consultation EMNLP 2025
Enhancing Multivariate Time-Series Domain Adaptation via Contrastive Frequency Graph Discovery and Language-Guided Adversary Alignment AAAI 2025
Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning ACL 2025
RILQ: Rank-Insensitive LoRA-Based Quantization Error Compensation for Boosting 2-Bit Large Language Model Accuracy AAAI 2025
Exploring and Mitigating Implicit Bias in Large Language Models: A Cross-Domain Evaluation Framework AAAI 2025
Federated Learning with Heterogeneous LLMs: Integrating Small Student Client Models with a Large Hungry Model AAAI 2025
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport ACL 2025
Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly CVPR 2025
Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025
MSA at SemEval-2025 Task 3: High Quality Weak Labeling and LLM Ensemble Verification for Multilingual Hallucination Detection SEMEVAL 2025
NLPrompt: Noise-Label Prompt Learning for Vision-Language Models CVPR 2025
SALOVA: Segment-Augmented Long Video Assistant for Targeted Retrieval and Routing in Long-Form Video Analysis CVPR 2025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models CVPR 2025
Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs CVPR 2025
Continual SFT Matches Multimodal RLHF with Negative Supervision CVPR 2025
Yo'Chameleon: Personalized Vision and Language Generation CVPR 2025
Marten: Visual Question Answering with Mask Generation for Multi-modal Document Understanding CVPR 2025
LLAVIDAL: A Large LAnguage VIsion Model for Daily Activities of Living CVPR 2025
VLog: Video-Language Models by Generative Retrieval of Narration Vocabulary CVPR 2025
OmniMMI: A Comprehensive Multi-modal Interaction Benchmark in Streaming Video Contexts CVPR 2025
From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment ACL 2025