conftrace_

reinforcement learning from human feedback

278 papers

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Co-occurring keywords

large language model (13587) reward model (276) reinforcement learning (4352) direct preference optimization (332) language model alignment (142) reward modeling (164) human feedback (161) preference learning (418) model alignment (226) language model (4599)

Papers

Aligning Large Language Models with Implicit Preferences from User-Generated Content ACL 2025
IPO: Your Language Model is Secretly a Preference Classifier ACL 2025
AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation ACL 2025
T2A-Feedback: Improving Basic Capabilities of Text-to-Audio Generation via Fine-grained AI Feedback ACL 2025
DeAL: Decoding-time Alignment for Large Language Models ACL 2025
PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference ACL 2025
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL ACL 2025
Comparing Bad Apples to Good Oranges Aligning Large Language Models via Joint Preference Optimization ACL 2025
Henry at BEA 2025 Shared Task: Improving AI Tutor’s Guidance Evaluation Through Context-Aware Distillation ACL 2025
Persuasion Dynamics in LLMs: Investigating Robustness and Adaptability in Knowledge and Safety with DuET-PD EMNLP 2025
Toward Optimal LLM Alignments Using Two-Player Games EMNLP 2025
Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models AAAI 2025
Beyond Guardrails: Advanced Safety for Large Language Models — Monolingual, Multilingual and Multimodal Frontiers AACL 2025
An Analysis of Large Language Models for Simulating User Responses in Surveys AACL 2025
Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning EMNLP 2024
Scaling Data Diversity for Fine-Tuning Language Models in Human Alignment COLING 2024
SaySelf: Teaching LLMs to Express Confidence with Self-Reflective Rationales EMNLP 2024
InferAligner: Inference-Time Alignment for Harmlessness through Cross-Model Guidance EMNLP 2024
Evidence-Driven Retrieval Augmented Response Generation for Online Misinformation NAACL 2024
Don’t Forget Your Reward Values: Language Model Alignment via Value-based Calibration EMNLP 2024
Towards Aligning Language Models with Textual Feedback EMNLP 2024
Enhancing Language Model Alignment: A Confidence-Based Approach to Label Smoothing EMNLP 2024
Evolutionary Contrastive Distillation for Language Model Alignment EMNLP 2024
Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Models EMNLP 2024
On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization EMNLP 2024