oneal2000 / DRAGIN
Source code of DRAGIN, ACL 2024 main conference Long Paper
☆140Updated last month
Alternatives and similar repositories for DRAGIN:
Users that are interested in DRAGIN are comparing it to the libraries listed below
- Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs (ACL 2024)☆63Updated last week
- ☆71Updated last year
- Code Repo for EfficientRAG: Efficient Retriever for Multi-Hop Question Answering☆45Updated last month
- ☆17Updated 7 months ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆202Updated 10 months ago
- Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation☆50Updated 3 months ago
- Codes for our paper "RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation"☆172Updated 8 months ago
- [NAACL 2024] End-to-End Beam Retrieval for Multi-Hop Question Answering☆98Updated last year
- 🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Mode…☆49Updated last year
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆83Updated 2 months ago
- The official implementation of ACL'24 paper: Synergistic Interplay between Search and Large Language Models for Information Retrieval.☆33Updated 10 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆111Updated 6 months ago
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆125Updated 9 months ago
- The code and data of DPA-RAG☆58Updated 2 months ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆68Updated 8 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
- ☆171Updated last year
- ☆155Updated 2 weeks ago
- The demo, code and data of FollowRAG☆71Updated 4 months ago
- This is the code repo for our paper "Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Searc…☆12Updated last month
- Open source code of the paper: "OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain"☆55Updated 4 months ago
- Implementation of "RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning in Long-Horizon Generation".☆230Updated 10 months ago
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆59Updated last year
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆123Updated 5 months ago
- This is the code repo for our paper "Autonomously Knowledge Assimilation and Accommodation through Retrieval-Augmented Agents".☆105Updated 5 months ago
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆135Updated 9 months ago
- Official repository for "PIP-KAG: Mitigating Knowledge Conflicts in Knowledge-Augmented Generation via Parametric Pruning"☆29Updated last month
- ☆311Updated 11 months ago
- The official GitHub repository for TC-RAG (Turing-Complete RAG)☆52Updated last month
- Official repository for RAG-Gym☆61Updated last month