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Papers
PIPER: Primitive-Informed Preference-based Hierarchical Reinforcement Learning via Hindsight Relabeling
ICML 2024
Policy Evaluation for Reinforcement Learning from Human Feedback: A Sample Complexity Analysis
AISTATS 2024
Polos: Multimodal Metric Learning from Human Feedback for Image Captioning
CVPR 2024
Preference Alignment with Flow Matching
NeurIPS 2024
PRompt Optimization in Multi-Step Tasks (PROMST): Integrating Human Feedback and Heuristic-based Sampling
EMNLP 2024
Provable Offline Preference-Based Reinforcement Learning
ICLR 2024
Provably Efficient Iterated CVaR Reinforcement Learning with Function Approximation and Human Feedback
ICLR 2024
QI-IRA: Quantum-Inspired Interactive Ranking Aggregation for Person Re-identification
AAAI 2024
Query-Policy Misalignment in Preference-Based Reinforcement Learning
ICLR 2024
RA-PbRL: Provably Efficient Risk-Aware Preference-Based Reinforcement Learning
NeurIPS 2024
Rater Cohesion and Quality from a Vicarious Perspective
EMNLP 2024
Rating-Based Reinforcement Learning
AAAI 2024
ReMax: A Simple, Effective, and Efficient Reinforcement Learning Method for Aligning Large Language Models
ICML 2024
ReportGPT: Human-in-the-loop Verifiable Table-to-Text Generation
EMNLP 2024
Rethinking the Role of Proxy Rewards in Language Model Alignment
EMNLP 2024
Rich Human Feedback for Text-to-Image Generation
CVPR 2024
RLHFPoison: Reward Poisoning Attack for Reinforcement Learning with Human Feedback in Large Language Models
ACL 2024
Social Learning through Interactions with Other Agents: A Survey
IJCAI 2024
Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation
EMNLP 2024
Taming False Positives in Out-of-Distribution Detection with Human Feedback
AISTATS 2024
Text2Reward: Reward Shaping with Language Models for Reinforcement Learning
ICLR 2024
The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models
NeurIPS 2024
TLCR: Token-Level Continuous Reward for Fine-grained Reinforcement Learning from Human Feedback
ACL 2024
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs
EMNLP 2024
Understanding the Learning Dynamics of Alignment with Human Feedback
ICML 2024