IR-LLM / Awesome-Information-Retrieval-in-the-Age-of-Large-Language-Model
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.
☆46Updated last month
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- ☆32Updated 8 months ago
- Do Large Language Models Know What They Don’t Know?☆84Updated 9 months ago
- Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation☆23Updated 3 months ago
- self-adaptive in-context learning☆42Updated last year
- ☆57Updated last year
- An Open-Source Package for Information Retrieval☆145Updated last month
- The official GitHub repo for the survey paper "Knowledge Conflicts for LLMs: A Survey"☆62Updated 3 weeks ago
- Implementation of "Investigating the Factual Knowledge Boundary of Large Language Models with Retrieval Augmentation"☆74Updated last year
- ☆37Updated last month
- [Neurips2023] Source code for Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory☆50Updated last year
- This is the repository for the GenIR survey.☆102Updated last month
- ☆44Updated 3 weeks ago
- Repository for the paper "Cognitive Mirage: A Review of Hallucinations in Large Language Models"☆47Updated 10 months ago
- Paper list of "The Life Cycle of Knowledge in Big Language Models: A Survey"☆61Updated last year
- Code and data for the paper "Can Large Language Models Understand Real-World Complex Instructions?"(AAAI2024)☆42Updated 5 months ago
- Implementation of the paper: "Making Retrieval-Augmented Language Models Robust to Irrelevant Context"☆60Updated last month
- Collection of papers for scalable automated alignment.☆49Updated 2 weeks ago
- ☆46Updated 2 months ago
- ☆14Updated 7 months ago
- [ICML'2024] Can AI Assistants Know What They Don't Know?☆62Updated 7 months ago
- [ACL 2023] This is the code repo for our ACL'23 paper "Augmentation-Adapted Retriever Improves Generalization of Language Models as Gener…☆55Updated 2 months ago
- ☆71Updated 8 months ago
- [ACL'23 Findings] "Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors"☆35Updated 8 months ago
- Scaling Sentence Embeddings with Large Language Models☆93Updated 5 months ago
- Source code for xRAG: Extreme Context Compression for Retrieval-augmented Generation with One Token☆80Updated 2 months ago
- ☆26Updated last week
- The official implementation of ACL'24 paper: Synergistic Interplay between Search and Large Language Models for Information Retrieval.☆20Updated 3 months ago
- Zero-shot Document Ranking with Large Language Models.☆88Updated 2 months ago
- [ACL'24] Superfiltering: Weak-to-Strong Data Filtering for Fast Instruction-Tuning☆101Updated last week
- Paper list and datasets for the paper: A Survey on Data Selection for LLM Instruction Tuning☆27Updated 7 months ago