conftrace_

human feedback

161 papers

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Also known as

HF

Co-occurring keywords

reinforcement learning (4352) large language model (13587) reinforcement learning from human feedback (278) preference learning (418) reward model (276) language model (4599) reward modeling (164) policy learning (702) reward learning (68) model alignment (226)

Papers

ALaRM: Align Language Models via Hierarchical Rewards Modeling ACL 2024
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs EMNLP 2024
Enhancing Language Model Alignment: A Confidence-Based Approach to Label Smoothing EMNLP 2024
Rater Cohesion and Quality from a Vicarious Perspective EMNLP 2024
Socratic Human Feedback (SoHF): Expert Steering Strategies for LLM Code Generation EMNLP 2024
Navigating Noisy Feedback: Enhancing Reinforcement Learning with Error-Prone Language Models EMNLP 2024
Rich Human Feedback for Text-to-Image Generation CVPR 2024
Preference Alignment with Flow Matching NIPS 2024
HelpSteer 2: Open-source dataset for training top-performing reward models NIPS 2024
Improving Context-Aware Preference Modeling for Language Models NIPS 2024
Learning from Failure: Improving Meeting Summarization without Good Samples AAAI 2024
Dissecting Human and LLM Preferences ACL 2024
Learning Autonomous Driving Tasks via Human Feedbacks with Large Language Models EMNLP 2024
VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation EMNLP 2024
Modeling User Preferences with Automatic Metrics: Creating a High-Quality Preference Dataset for Machine Translation EMNLP 2024
ReportGPT: Human-in-the-loop Verifiable Table-to-Text Generation EMNLP 2024
Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning EMNLP 2024
Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data EMNLP 2024
On Diversified Preferences of Large Language Model Alignment EMNLP 2024
Interpretable Preferences via Multi-Objective Reward Modeling and Mixture-of-Experts EMNLP 2024
Perplexity-aware Correction for Robust Alignment with Noisy Preferences NIPS 2024
AHA: Human-Assisted Out-of-Distribution Generalization and Detection NIPS 2024
Aligner: Efficient Alignment by Learning to Correct NIPS 2024
Social Learning through Interactions with Other Agents: A Survey IJCAI 2024
The PRISM Alignment Dataset: What Participatory, Representative and Individualised Human Feedback Reveals About the Subjective and Multicultural Alignment of Large Language Models NIPS 2024