koalazf99 / Awesome-DataCentric-LLMLinks
Trending projects & awesome papers about data-centric llm studies.
☆38Updated 7 months ago
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:
- [ICLR'24 spotlight] Tool-Augmented Reward Modeling☆51Updated 6 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆83Updated 11 months ago
- [AAAI 2025 oral] Evaluating Mathematical Reasoning Beyond Accuracy☆76Updated 2 months ago
- ☆30Updated last year
- The implementation of paper "LLM Critics Help Catch Bugs in Mathematics: Towards a Better Mathematical Verifier with Natural Language Fee…☆37Updated last year
- [ACL 2025] We introduce ScaleQuest, a scalable, novel and cost-effective data synthesis method to unleash the reasoning capability of LLM…☆68Updated last year
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆53Updated last year
- ☆58Updated last year
- [ICML 2025] Teaching Language Models to Critique via Reinforcement Learning☆118Updated 7 months ago
- The official repo of "WebExplorer: Explore and Evolve for Training Long-Horizon Web Agents"☆90Updated 3 months ago
- The official repository of the Omni-MATH benchmark.☆90Updated last year
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆85Updated last year
- This the implementation of LeCo☆31Updated 11 months ago
- GSM-Plus: Data, Code, and Evaluation for Enhancing Robust Mathematical Reasoning in Math Word Problems.☆64Updated last year
- Collection of papers for scalable automated alignment.☆94Updated last year
- We aim to provide the best references to search, select, and synthesize high-quality and large-quantity data for post-training your LLMs.☆60Updated last year
- Towards Systematic Measurement for Long Text Quality☆37Updated last year
- RL Scaling and Test-Time Scaling (ICML'25)☆112Updated 11 months ago
- Code for ICLR 2024 paper "CRAFT: Customizing LLMs by Creating and Retrieving from Specialized Toolsets"☆60Updated last year
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆64Updated last year
- [NAACL 2025] The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language M…☆29Updated last year
- ☆13Updated last year
- ☆105Updated last year
- [EMNLP'24] LongHeads: Multi-Head Attention is Secretly a Long Context Processor☆31Updated last year
- Code for our EMNLP-2023 paper: "Active Instruction Tuning: Improving Cross-Task Generalization by Training on Prompt Sensitive Tasks"☆25Updated 2 years ago
- IKEA: Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent☆67Updated 7 months ago
- Search, Verify and Feedback: Towards Next Generation Post-training Paradigm of Foundation Models via Verifier Engineering☆63Updated last year
- ☆109Updated 5 months ago
- Scaling Agentic Reinforcement Learning with a Multi-Turn, Multi-Task Framework☆159Updated 2 weeks ago
- Official repository for ACL 2025 paper "ProcessBench: Identifying Process Errors in Mathematical Reasoning"☆181Updated 7 months ago