conftrace_

preference alignment

182 papers

Explore in graph

Co-occurring keywords · papers mentioning both

large language model (91) direct preference optimization (37) reinforcement learning from human feedback (31) reward model (20) reinforcement learning (19) preference optimization (13) reward modeling (13) diffusion model (12) supervised fine-tuning (12) language model alignment (11)

Papers

Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation EMNLP 2024 GDPO: Learning to Directly Align Language Models with Diversity Using GFlowNets EMNLP 2024 Improving Conversational Abilities of Quantized Large Language Models via Direct Preference Alignment ACL 2024 Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning EMNLP 2024 InstructGraph: Boosting Large Language Models via Graph-centric Instruction Tuning and Preference Alignment ACL 2024 Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts EMNLP 2024 Is Preference Alignment Always the Best Option to Enhance LLM-Based Translation? An Empirical Analysis EMNLP 2024 Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024 Learning to Paraphrase for Alignment with LLM Preference EMNLP 2024 Let Me Teach You: Pedagogical Foundations of Feedback for Language Models EMNLP 2024 LIRE: listwise reward enhancement for preference alignment ACL 2024 LLMs Beyond English: Scaling the Multilingual Capability of LLMs with Cross-Lingual Feedback ACL 2024 MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models NeurIPS 2024 Mission Impossible: A Statistical Perspective on Jailbreaking LLMs NeurIPS 2024 Multi-modal Preference Alignment Remedies Degradation of Visual Instruction Tuning on Language Models ACL 2024 One-Shot Safety Alignment for Large Language Models via Optimal Dualization NeurIPS 2024 Panacea: Pareto Alignment via Preference Adaptation for LLMs NeurIPS 2024 Perplexity-aware Correction for Robust Alignment with Noisy Preferences NeurIPS 2024 Preference Alignment with Flow Matching NeurIPS 2024 Preference-Guided Reflective Sampling for Aligning Language Models EMNLP 2024 ProConSuL: Project Context for Code Summarization with LLMs EMNLP 2024 SaulLM-54B & SaulLM-141B: Scaling Up Domain Adaptation for the Legal Domain NeurIPS 2024 SoFA: Shielded On-the-fly Alignment via Priority Rule Following ACL 2024 Themis: A Reference-free NLG Evaluation Language Model with Flexibility and Interpretability EMNLP 2024 Towards Aligning Language Models with Textual Feedback EMNLP 2024