IR-LLM / Awesome-Information-Retrieval-in-the-Age-of-Large-Language-ModelLinks
A curated list of awesome papers about information retrieval(IR) in the age of large language model(LLM). These include retrieval augmented large language model, large language model for information retrieval, and so on.
☆75Updated last year
Alternatives and similar repositories for Awesome-Information-Retrieval-in-the-Age-of-Large-Language-Model
Users that are interested in Awesome-Information-Retrieval-in-the-Age-of-Large-Language-Model are comparing it to the libraries listed below
Sorting:
- An Open-Source Package for Information Retrieval☆165Updated last month
- This is the official repository for the generative information retrieval survey. [TOIS 2025]☆185Updated 5 months ago
- Document Ranking with Large Language Models.☆186Updated 3 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 last year
- [Neurips2024] Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆152Updated last year
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆73Updated last year
- [ICLR 2025] BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆167Updated this week
- Test-time compute in information retrieval☆42Updated 2 months ago
- Scaling Sentence Embeddings with Large Language Models☆111Updated last year
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆82Updated 2 years ago
- paper list on reasoning in NLP☆191Updated 5 months ago
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆122Updated 7 months ago
- [EMNLP 2024] The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆135Updated 11 months ago
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆62Updated 2 years ago
- Repository for Interleaving Retrieval with Chain-of-Thought Reasoning for Knowledge-Intensive Multi-Step Questions, ACL23☆233Updated last year
- A Survey of Attributions for Large Language Models☆213Updated last year
- RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation.☆140Updated 4 months ago
- https://acl2023-retrieval-lm.github.io/☆155Updated last year
- [ACL 2024] ERA-CoT: Improving Chain-of-Thought through Entity Relationship Analysis.☆63Updated 8 months ago
- ☆66Updated 2 months ago
- EMNLP'23 survey: a curation of awesome papers and resources on refreshing large language models (LLMs) without expensive retraining.☆134Updated last year
- ☆287Updated last year
- [SIGIR'24] Generative Retrieval as Multi-Vector Dense Retrieval☆33Updated 10 months ago
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆76Updated 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…☆119Updated last year
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆62Updated 7 months ago
- Code implementation of synthetic continued pretraining☆129Updated 8 months ago
- Code and data for "The Power of Noise: Redefining Retrieval for RAG Systems"☆61Updated 2 months ago
- Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs (ACL 2024)☆71Updated 4 months ago
- A curated list of resources dedicated to retrieval-augmented generation (RAG).☆120Updated this week