LHRLAB / Graph-R1
Graph-R1: Incentivizing Reasoning-on-Graph Capability in LLM via Reinforcement Learning
☆10Updated last week
Alternatives and similar repositories for Graph-R1:
Users that are interested in Graph-R1 are comparing it to the libraries listed below
- KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search☆18Updated 2 weeks ago
- The code and data of DPA-RAG☆58Updated 2 months ago
- [ACL 2024] Making Long-Context Language Models Better Multi-Hop Reasoners☆16Updated 10 months ago
- ☆44Updated 5 months ago
- ☆54Updated 5 months ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 3 months ago
- ☆29Updated 7 months ago
- This is for EMNLP 2024 Paper: AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction☆11Updated 5 months ago
- Code for the paper: Metacognitive Retrieval-Augmented Large Language Models☆28Updated last year
- This is a unified platform for implementing and evaluating test-time reasoning mechanisms in Large Language Models (LLMs).☆15Updated 2 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆112Updated 6 months ago
- [ICLR 2025] This is the code repo for our ICLR’25 paper "RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rew…☆33Updated 2 months ago
- ☆41Updated 4 months ago
- ☆17Updated last year
- [ACL 2024] Learning to Edit: Aligning LLMs with Knowledge Editing☆35Updated 7 months ago
- Official Implementation for the paper "Integrative Decoding: Improving Factuality via Implicit Self-consistency"☆23Updated 2 weeks ago
- ☆16Updated this week
- [ACL'24] Chain of Thought (CoT) is significant in improving the reasoning abilities of large language models (LLMs). However, the correla…☆45Updated last month
- Enhancing contextual understanding in large language models through contrastive decoding☆17Updated 11 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆37Updated last year
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆110Updated 3 weeks ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆81Updated 2 months ago
- [ACL 2024] This is the code repo for our ACL‘24 paper "MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Module …☆36Updated 9 months ago
- HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge Representation☆22Updated 2 weeks ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆67Updated last year
- An Easy-to-use Hallucination Detection Framework for LLMs.☆58Updated 11 months ago
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆57Updated 5 months ago
- Self-Knowledge Guided Retrieval Augmentation for Large Language Models (EMNLP Findings 2023)☆26Updated last year
- In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation (ICML 2024)☆57Updated last year
- The official implementation of paper "Learning From Failure: Integrating Negative Examples when Fine-tuning Large Language Models as Agen…☆25Updated last year