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Large Language Models

6,405 papers

Papers per year

Papers

FaST: Feature-aware Sampling and Tuning for Personalized Preference Alignment with Limited Data EMNLP 2025
On LLM-Based Scientific Inductive Reasoning Beyond Equations EMNLP 2025
LM-Searcher: Cross-domain Neural Architecture Search with LLMs via Unified Numerical Encoding EMNLP 2025
Does quantization affect models’ performance on long-context tasks? EMNLP 2025
Token-Aware Editing of Internal Activations for Large Language Model Alignment EMNLP 2025
Bitune: Leveraging Bidirectional Attention to Improve Decoder-Only LLMs EMNLP 2025
Disambiguation in Conversational Question Answering in the Era of LLMs and Agents: A Survey EMNLP 2025
TCPO: Thought-Centric Preference Optimization for Effective Embodied Decision-making EMNLP 2025
Reimagining Safety Alignment with An Image EMNLP 2025
Can Large Language Models Win the International Mathematical Games? EMNLP 2025
CodeArena: Evaluating and Aligning CodeLLMs on Human Preference EMNLP 2025
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models EMNLP 2025
Not All Parameters Are Created Equal: Smart Isolation Boosts Fine-Tuning Performance EMNLP 2025
CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models EMNLP 2025
Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency EMNLP 2025
Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps EMNLP 2025
AgentPro: Enhancing LLM Agents with Automated Process Supervision EMNLP 2025
PORTS: Preference-Optimized Retrievers for Tool Selection with Large Language Models EMNLP 2025
MusKGC: A Flexible Multi-source Knowledge Enhancement Framework for Open-World Knowledge Graph Completion EMNLP 2025
Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models EMNLP 2025
Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation EMNLP 2025
Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive Survey EMNLP 2025
Learn and Unlearn: Addressing Misinformation in Multilingual LLMs EMNLP 2025
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs EMNLP 2025
Augmenting Multi-Agent Communication with State Delta Trajectory EMNLP 2025