THUNLP-MT / SKR
Self-Knowledge Guided Retrieval Augmentation for Large Language Models (EMNLP Findings 2023)
☆25Updated last year
Alternatives and similar repositories for SKR:
Users that are interested in SKR are comparing it to the libraries listed below
- [NAACL 2024] Making Language Models Better Tool Learners with Execution Feedback☆39Updated 10 months ago
- ☆38Updated last year
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆65Updated 5 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆100Updated 4 months ago
- Resources for our ACL 2023 paper: Distilling Script Knowledge from Large Language Models for Constrained Language Planning☆36Updated last year
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆77Updated 11 months ago
- Towards Systematic Measurement for Long Text Quality☆31Updated 4 months ago
- [ACL 2024] Code for the paper "ALaRM: Align Language Models via Hierarchical Rewards Modeling"☆25Updated 10 months ago
- ☆29Updated last year
- ☆72Updated 8 months ago
- This is the code repo for our paper "RAG-DDR: Optimizing Retrieval-Augmented Generation Using Differentiable Data Rewards".☆21Updated last month
- Watch Every Step! LLM Agent Learning via Iterative Step-level Process Refinement (EMNLP 2024 Main Conference)☆51Updated 3 months ago
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆13Updated last month
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆106Updated 6 months ago
- [Findings of EMNLP'2024] Unified Active Retrieval for Retrieval Augmented Generation☆20Updated 4 months ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆68Updated last month
- This the implementation of LeCo☆30Updated last week
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆64Updated 9 months ago
- [EMNLP 2024] Source code for the paper "Learning Planning-based Reasoning with Trajectory Collection and Process Rewards Synthesizing".☆66Updated 2 weeks ago
- Evaluate the Quality of Critique☆35Updated 7 months ago
- The official repository of "Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint"☆34Updated last year
- [ACL 2024 (Oral)] A Prospector of Long-Dependency Data for Large Language Models☆53Updated 6 months ago
- Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs☆53Updated 3 months ago
- Official implementation of the paper "From Complex to Simple: Enhancing Multi-Constraint Complex Instruction Following Ability of Large L…☆43Updated 7 months ago
- [ACL 2023] Solving Math Word Problems via Cooperative Reasoning induced Language Models (LLMs + MCTS + Self-Improvement)☆48Updated last year
- ☆26Updated last month
- Repo for Llatrieval☆29Updated 5 months ago
- ☆85Updated last year
- ☆16Updated last year
- Evaluating the Ripple Effects of Knowledge Editing in Language Models☆53Updated 9 months ago