quchangle1 / DRAFTLinks
The implementation for ICLR 2025 Oral: From Exploration to Mastery: Enabling LLMs to Master Tools via Self-Driven Interactions.
☆46Updated last month
Alternatives and similar repositories for DRAFT
Users that are interested in DRAFT are comparing it to the libraries listed below
Sorting:
- R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning☆61Updated 3 months ago
- [ICLR 2025] Benchmarking Agentic Workflow Generation☆126Updated 7 months ago
- ☆36Updated last month
- 🔧Tool-Star: Empowering LLM-brained Multi-Tool Reasoner via Reinforcement Learning☆253Updated last week
- Test-time preferenece optimization (ICML 2025).☆165Updated 4 months ago
- ☆152Updated 3 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆127Updated 5 months ago
- Data and Code for EMNLP 2025 Findings Paper "MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search"☆67Updated 2 months ago
- Official code implementation for the ACL 2025 paper: 'CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis'☆30Updated 4 months ago
- IKEA: Reinforced Internal-External Knowledge Synergistic Reasoning for Efficient Adaptive Search Agent☆64Updated 4 months ago
- This is the code repo for the paper "Learning to Route Queries Across Knowledge Bases for Step-wise Retrieval-Augmented Reasoning".☆25Updated 3 weeks ago
- ARR 2025 StepSearch: Igniting LLMs Search Ability via Step-Wise Proximal Policy Optimization☆35Updated this week
- [COLM'25] Missing Premise exacerbates Overthinking: Are Reasoning Models losing Critical Thinking Skill?☆34Updated 3 months ago
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆110Updated 4 months ago
- RM-R1: Unleashing the Reasoning Potential of Reward Models☆133Updated 2 months ago
- [ICML'25 Oral] Multi-agent Architecture Search via Agentic Supernet☆178Updated 3 months ago
- ☆86Updated 3 months ago
- ☆67Updated 3 months ago
- ☆82Updated 5 months ago
- This is the official implementation of the paper "S²R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning"☆69Updated 4 months ago
- A comrephensive collection of learning from rewards in the post-training and test-time scaling of LLMs, with a focus on both reward model…☆56Updated 3 months ago
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆62Updated 7 months ago
- The demo, code and data of FollowRAG☆74Updated 2 months ago
- Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models☆115Updated 3 months ago
- [ICLR 2025] SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction☆79Updated 5 months ago
- ☆26Updated 5 months ago
- A research repo for experiments about Reinforcement Finetuning☆52Updated 5 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆87Updated 6 months ago
- ☆59Updated 3 months ago
- A curated list of awesome LLM Inference-Time Self-Improvement (ITSI, pronounced "itsy") papers from our recent survey: A Survey on Large …☆95Updated 8 months ago