DaoD / SPRING
SPRING: Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models
☆17Updated 3 months ago
Alternatives and similar repositories for SPRING:
Users that are interested in SPRING are comparing it to the libraries listed below
- RAG methods, benchmarks, and toolkits☆16Updated 4 months ago
- Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs (ACL 2024)☆63Updated last week
- The code and data of DPA-RAG☆58Updated 2 months ago
- Enhancing contextual understanding in large language models through contrastive decoding☆17Updated 11 months ago
- ☆71Updated last year
- ☆22Updated 3 months ago
- The demo, code and data of FollowRAG☆71Updated 4 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆111Updated 6 months ago
- Code for the paper: Metacognitive Retrieval-Augmented Large Language Models☆28Updated last year
- [Findings of EMNLP'2024] Unified Active Retrieval for Retrieval Augmented Generation☆21Updated 6 months ago
- Code and data for "ConflictBank: A Benchmark for Evaluating the Influence of Knowledge Conflicts in LLM" (NeurIPS 2024 Track Datasets and…☆41Updated 5 months ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆52Updated 6 months ago
- CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation☆47Updated 2 months ago
- [ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Gener…☆60Updated 9 months ago
- ☆14Updated 11 months ago
- Source code for EMNLP 2023 paper "Probabilistic Tree-of-thought Reasoning for Answering Knowledge-intensive Complex Questions".☆18Updated last year
- RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment☆16Updated 4 months ago
- ☆55Updated 6 months ago
- Code Repo for EfficientRAG: Efficient Retriever for Multi-Hop Question Answering☆45Updated last month
- 🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Mode…☆49Updated last year
- Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation☆50Updated 3 months ago
- [ACL 2024] Making Long-Context Language Models Better Multi-Hop Reasoners☆16Updated 10 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
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆83Updated 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
- ☆81Updated last year
- Implementation of "ACL'24: When Do LLMs Need Retrieval Augmentation? Mitigating LLMs’ Overconfidence Helps Retrieval Augmentation"☆22Updated 9 months ago
- ☆18Updated 10 months ago
- KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search☆18Updated 3 weeks ago
- [ACL 2024 (Oral)] A Prospector of Long-Dependency Data for Large Language Models☆55Updated 8 months ago