Large Language Models

ALaRM: Align Language Models via Hierarchical Rewards Modeling ACL 2024 AlchemistCoder: Harmonizing and Eliciting Code Capability by Hindsight Tuning on Multi-source Data NeurIPS 2024 A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models EMNLP 2024 Algorithm and Hardness for Dynamic Attention Maintenance in Large Language Models ICML 2024 Algorithmic progress in language models NeurIPS 2024 Algorithm of Thoughts: Enhancing Exploration of Ideas in Large Language Models ICML 2024 ALI-Agent: Assessing LLMs' Alignment with Human Values via Agent-based Evaluation NeurIPS 2024 AlignBench: Benchmarking Chinese Alignment of Large Language Models ACL 2024 AlignedCoT: Prompting Large Language Models via Native-Speaking Demonstrations EMNLP 2024 Aligner: Efficient Alignment by Learning to Correct NeurIPS 2024 Aligners: Decoupling LLMs and Alignment EMNLP 2024 Aligning Language Models to Explicitly Handle Ambiguity EMNLP 2024 Aligning Large Language Models via Fine-grained Supervision ACL 2024 Aligning Large Language Models with Diverse Political Viewpoints EMNLP 2024 Aligning to Thousands of Preferences via System Message Generalization NeurIPS 2024 Aligning Uncertainty: Leveraging LLMs to Analyze Uncertainty Transfer in Text Summarization EACL 2024 Alignment at Pre-training! Towards Native Alignment for Arabic LLMs NeurIPS 2024 Alignment for Honesty NeurIPS 2024 All Languages Matter: On the Multilingual Safety of LLMs ACL 2024 A LLM-based Ranking Method for the Evaluation of Automatic Counter-Narrative Generation EMNLP 2024 AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality EMNLP 2024 AlphaMath Almost Zero: Process Supervision without Process NeurIPS 2024 AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models NeurIPS 2024 AlphaZero-Like Tree-Search can Guide Large Language Model Decoding and Training ICML 2024 Amortizing intractable inference in diffusion models for vision, language, and control NeurIPS 2024