conftrace_

reward model

276 papers

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Also known as

RM

Co-occurring keywords

large language model (13587) reinforcement learning (4352) reinforcement learning from human feedback (278) language model (4599) preference learning (418) language model alignment (142) reward modeling (164) direct preference optimization (332) human feedback (161) human preference (124)

Papers

OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis ACL 2025
Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling ACL 2025
FloorPlan-LLaMa: Aligning Architects’ Feedback and Domain Knowledge in Architectural Floor Plan Generation ACL 2025
ACECODER: Acing Coder RL via Automated Test-Case Synthesis ACL 2025
Rethinking Reward Model Evaluation Through the Lens of Reward Overoptimization ACL 2025
IPO: Your Language Model is Secretly a Preference Classifier ACL 2025
Understanding Impact of Human Feedback via Influence Functions ACL 2025
Towards Better Value Principles for Large Language Model Alignment: A Systematic Evaluation and Enhancement ACL 2025
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following ACL 2025
InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025
RLKGF: Reinforcement Learning from Knowledge Graph Feedback Without Human Annotations ACL 2025
LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Feedback ACL 2025
MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification ACL 2025
Aligning Black-Box LLMs for Aspect Sentiment Quad Prediction EMNLP 2025
RELIC: Enhancing Reward Model Generalization for Low-Resource Indic Languages with Few-Shot Examples EMNLP 2025
RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation EMNLP 2025
Not All Voices Are Rewarded Equally: Probing and Repairing Reward Models across Human Diversity EMNLP 2025
Reinforcement Learning with Supervised Alignment EMNLP 2025
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation EMNLP 2025
RTTC: Reward-Guided Collaborative Test-Time Compute EMNLP 2025
reWordBench: Benchmarking and Improving the Robustness of Reward Models with Transformed Inputs EMNLP 2025
AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation EMNLP 2025
EQA-RM: A Generative Embodied Reward Model with Test-time Scaling EMNLP 2025
RED: Unleashing Token-Level Rewards from Holistic Feedback via Reward Redistribution EMNLP 2025
RLHF Algorithms Ranked: An Extensive Evaluation Across Diverse Tasks, Rewards, and Hyperparameters EMNLP 2025