lezhang7 / Retrieval_MuGILinks
[EMNLP'2024 Findings] Explore generated documents for enhanced IR with LLMs. We enhance BM25 to surpass strong dense retriever on many datasets.
☆15Updated 8 months ago
Alternatives and similar repositories for Retrieval_MuGI
Users that are interested in Retrieval_MuGI are comparing it to the libraries listed below
Sorting:
- This is the code repo for our paper "Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Searc…☆25Updated 9 months ago
- [ACL 2024 Oral] This is the code repo for our ACL‘24 paper "MARVEL: Unlocking the Multi-Modal Capability of Dense Retrieval via Visual Mo…☆39Updated last year
- ☆66Updated 5 months ago
- 🌲 Code for our EMNLP 2023 paper - 🎄 "Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Mode…☆52Updated 2 years ago
- [SIGIR'24] Generative Retrieval as Multi-Vector Dense Retrieval☆35Updated last year
- ConvGQR: Generative Query Reformulation for Conversational Search. A codebase for ACL 2023 accepted paper.☆33Updated last year
- official repository for ListT5☆48Updated 3 weeks ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆133Updated 10 months ago
- MIRAGE is a light benchmark to evaluate RAG performance.☆22Updated 7 months ago
- Simple replication of DPR (Dense Passage Retrieval)☆50Updated 2 years ago
- ☆19Updated 2 years ago
- [ACL 2023] Code and Data Repo for Paper "Element-aware Summary and Summary Chain-of-Thought (SumCoT)"☆53Updated last year
- [SIGIR 2024] The official repo for paper "Planning Ahead in Generative Retrieval: Guiding Autoregressive Generation through Simultaneous …☆30Updated last year
- A curated list of awesome papers about utilizing large language models for ranking.☆28Updated last year
- [WWW 2024] The official repo for paper "Scalable and Effective Generative Information Retrieval".☆63Updated last year
- ☆39Updated last year
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆63Updated last month
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆79Updated last year
- A curated list of awesome papers about information retrieval(IR) in the age of large language model(LLM). These include retrieval augment…☆77Updated last year
- ACL 2023: Evaluating Open-Domain Question Answering in the Era of Large Language Models☆47Updated last year
- The official implementation of ACL'24 paper: Synergistic Interplay between Search and Large Language Models for Information Retrieval.☆36Updated last year
- [ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Gener…☆60Updated last year
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆143Updated 7 months ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆242Updated last year
- [EMNLP 2024 (Oral)] Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA☆143Updated last year
- [TOIS 2025] This is the official repository for the generative information retrieval survey.☆199Updated 8 months ago
- Official Code for the paper "SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs" (ICLR 2024)☆26Updated last year
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆68Updated 5 months ago
- A curated list of awesome papers related to generative retrieval models.☆52Updated 2 years ago
- Document Ranking with Large Language Models.☆198Updated 2 months ago