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Large Language Models

2,733 papers

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Papers

SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs ACL 2025
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms ACL 2025
Language Models Resist Alignment: Evidence From Data Compression ACL 2025
Don’t Half-listen: Capturing Key-part Information in Continual Instruction Tuning ACL 2025
Prediction Hubs are Context-Informed Frequent Tokens in LLMs ACL 2025
Revisiting Scaling Laws for Language Models: The Role of Data Quality and Training Strategies ACL 2025
500xCompressor: Generalized Prompt Compression for Large Language Models ACL 2025
GeLLM³O: Generalizing Large Language Models for Multi-property Molecule Optimization ACL 2025
Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025
Library-Like Behavior In Language Models is Enhanced by Self-Referencing Causal Cycles ACL 2025
Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models ACL 2025
ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution ACL 2025
Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025
AAD-LLM: Neural Attention-Driven Auditory Scene Understanding ACL 2025
QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation ACL 2025
Causal Graph based Event Reasoning using Semantic Relation Experts ACL 2025
Do LLMs Understand Dialogues? A Case Study on Dialogue Acts ACL 2025
Research Borderlands: Analysing Writing Across Research Cultures ACL 2025
DeAL: Decoding-time Alignment for Large Language Models ACL 2025
Mixtures of In-Context Learners ACL 2025
Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation ACL 2025
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit ACL 2025
RATIONALYST: Pre-training Process-Supervision for Improving Reasoning ACL 2025
Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025