A comrephensive collection of learning from rewards in the post-training and test-time scaling of LLMs, with a focus on both reward models and learning strategies across training, inference, and post-inference stages.
☆74Jun 13, 2025Updated last year
Alternatives and similar repositories for learning-from-rewards-llm-papers
Users that are interested in learning-from-rewards-llm-papers are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Source code for our paper: "ARIA: Training Language Agents with Intention-Driven Reward Aggregation".☆30Aug 9, 2025Updated last year
- [ICLR'26] RM-R1: Unleashing the Reasoning Potential of Reward Models☆168Jun 26, 2025Updated last year
- ☆16May 18, 2026Updated 2 months ago
- Codes and data for KDD 2024 Research Track paper "ProCom: A Few-shot Targeted Community Detection Algorithm"☆11Aug 15, 2024Updated last year
- Official repository for EMNLP'22 paper: Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering☆23Oct 20, 2022Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Reproducing R1 for Code with Reliable Rewards☆13Apr 9, 2025Updated last year
- GISA: A Benchmark for General Information-Seeking Assistant☆37Mar 20, 2026Updated 4 months ago
- JudgeLRM: Large Reasoning Models as a Judge☆42May 6, 2026Updated 3 months ago
- instruction-following benchmark for large reasoning models☆49Apr 19, 2026Updated 3 months ago
- Code & Data for our Paper "Alleviating Hallucinations of Large Language Models through Induced Hallucinations"☆71Feb 27, 2024Updated 2 years ago
- Code for "Improving Translation Faithfulness of Large Language Models via Augmenting Instructions"☆12Aug 26, 2023Updated 2 years ago
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆53Aug 10, 2025Updated last year
- About Data and Codes for EMNLP 2023 System Demo Paper "QACHECK: A Demonstration System for Question-Guided Multi-Hop Fact-Checking"☆19Dec 19, 2023Updated 2 years ago
- Dr. MAS is an end-to-end RL training framework for multi-agent LLM systems, supporting the co-training of multiple (heterogeneous) LLMs.☆151Jul 27, 2026Updated 2 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- From Accuracy to Robustness: A Study of Rule- and Model-based Verifiers in Mathematical Reasoning.☆24Oct 7, 2025Updated 10 months ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆66Jul 8, 2024Updated 2 years ago
- About The corresponding code from our paper " Making Reasoning Matter: Measuring and Improving Faithfulness of Chain-of-Thought Reasoning…☆13Jan 14, 2026Updated 6 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆448Jul 11, 2025Updated last year
- Code for our SIGIR 2021 short paper "Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation."☆15May 5, 2021Updated 5 years ago
- The code for paper: Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search [SIGIR 2026]