plageon / SlimPlm
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs (ACL 2024)
☆63Updated 2 weeks ago
Alternatives and similar repositories for SlimPlm:
Users that are interested in SlimPlm are comparing it to the libraries listed below
- Code Repo for EfficientRAG: Efficient Retriever for Multi-Hop Question Answering☆45Updated last month
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆111Updated 7 months ago
- The demo, code and data of FollowRAG☆71Updated 4 months ago
- The code and data of DPA-RAG☆58Updated 3 months ago
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆96Updated this week
- [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
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆83Updated 2 months ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆68Updated 8 months ago
- Source code of DRAGIN, ACL 2024 main conference Long Paper☆140Updated 2 months ago
- Open source code of the paper: "OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain"☆55Updated 4 months ago
- CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation☆47Updated 2 months ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆202Updated 10 months ago
- ☆55Updated 6 months ago
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆123Updated 5 months ago
- Official repository for "PIP-KAG: Mitigating Knowledge Conflicts in Knowledge-Augmented Generation via Parametric Pruning"☆29Updated last month
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆147Updated 7 months ago
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆136Updated 9 months ago
- Self-Knowledge Guided Retrieval Augmentation for Large Language Models (EMNLP Findings 2023)☆26Updated last year
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆110Updated 9 months ago
- ☆81Updated last year
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆52Updated 6 months ago
- ☆71Updated last year
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆125Updated 9 months ago
- Official github repo for AutoDetect, an automated weakness detection framework for LLMs.☆42Updated 9 months ago
- Code implementation of synthetic continued pretraining☆101Updated 3 months ago
- A framework for editing the CoTs for better factuality☆50Updated last year
- Implementation of "ACL'24: When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation"☆22Updated 9 months ago
- ☆174Updated last year
- The code of arxiv paper: "CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis"☆24Updated 3 months ago
- 🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Mode…☆49Updated last year