koalazf99 / Awesome-DataCentric-LLMLinks
Trending projects & awesome papers about data-centric llm studies.
☆37Updated last month
Alternatives and similar repositories for Awesome-DataCentric-LLM
Users that are interested in Awesome-DataCentric-LLM are comparing it to the libraries listed below
Sorting:
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆63Updated 7 months ago
- ☆59Updated 10 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆80Updated 6 months ago
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆103Updated 2 months ago
- ☆30Updated 6 months ago
- The official repository of the Omni-MATH benchmark.☆85Updated 6 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆60Updated 8 months ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆62Updated last year
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆50Updated last month
- The implementation of paper "LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Fee…☆38Updated 11 months ago
- This the implementation of LeCo☆31Updated 5 months ago
- Evaluate the Quality of Critique☆36Updated last year
- Collection of papers for scalable automated alignment.☆92Updated 8 months ago
- Towards Systematic Measurement for Long Text Quality☆36Updated 10 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆61Updated 7 months ago
- [ACL-25] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLMs.☆63Updated 8 months ago
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆57Updated last year
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆114Updated last year
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆26Updated last year
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆165Updated last month
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆81Updated last year
- ☆67Updated last year
- Code implementation of synthetic continued pretraining☆118Updated 6 months ago
- [COLM'24] "How Easily do Irrelevant Inputs Skew the Responses of Large Language Models?"☆22Updated 9 months ago
- Official code for paper "SPA-RL: Reinforcing LLM Agent via Stepwise Progress Attribution"☆36Updated last week
- Official repository for ACL 2025 paper "Model Extrapolation Expedites Alignment"☆74Updated last month
- End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning☆127Updated this week
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆124Updated 3 months ago
- ☆102Updated 7 months ago
- A unified suite for generating elite reasoning problems and training high-performance LLMs, including pioneering attention-free architect…☆63Updated last month