liuqi6777 / Awesome-LLM4RankingLinks
A curated list of awesome papers about utilizing large language models for ranking.
☆22Updated 7 months ago
Alternatives and similar repositories for Awesome-LLM4Ranking
Users that are interested in Awesome-LLM4Ranking are comparing it to the libraries listed below
Sorting:
- Test-time compute in information retrieval☆32Updated 2 months ago
- Official codebase for permutation self-consistency.☆18Updated last year
- [ACL 2024] LangBridge: Multilingual Reasoning Without Multilingual Supervision☆89Updated 7 months ago
- [NeurIPS 2024] Train LLMs with diverse system messages reflecting individualized preferences to generalize to unseen system messages☆48Updated 6 months ago
- An unofficial implementation of SOLAR-10.7B model and the newly proposed interlocked-DUS(iDUS) implementation and experiment details.☆12Updated last year
- BRIGHT: A Realistic and Challenging Benchmark for Reasoning-Intensive Retrieval☆147Updated last month
- [ICLR'24 Spotlight] "Adaptive Chameleon or Stubborn Sloth: Revealing the Behavior of Large Language Models in Knowledge Conflicts"☆69Updated last year
- [ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales☆100Updated 4 months ago
- Leveraging passage embeddings for efficient listwise reranking with large language models.☆44Updated 6 months ago
- This is the code repo for our paper "Learning More Effective Representations for Dense Retrieval through Deliberate Thinking Before Searc…☆21Updated 3 months ago
- code for Preprint paper at Arxiv: MoT: Pre-thinking and Recalling Enable ChatGPT to Self-Improve with Memory-of-Thoughts☆20Updated last year
- ☆46Updated 5 months ago
- ☆28Updated last year
- official repository for ListT5☆45Updated 4 months ago
- [NAACL 2024 Outstanding Paper] Source code for the NAACL 2024 paper entitled "R-Tuning: Instructing Large Language Models to Say 'I Don't…☆114Updated 11 months ago
- ☆16Updated last year
- FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions☆44Updated 11 months ago
- Large language models for document ranking.☆59Updated last month
- [arXiv preprint] Official Repository for "Evaluating Language Models as Synthetic Data Generators"☆33Updated 6 months ago
- [ACL 2023] Code and Data Repo for Paper "Element-aware Summary and Summary Chain-of-Thought (SumCoT)"☆53Updated last year
- ☆68Updated 2 years ago
- LongHeads: Multi-Head Attention is Secretly a Long Context Processor☆29Updated last year
- The code and data of DPA-RAG, accepted by WWW 2025 main conference.☆61Updated 5 months ago
- CORAL: Benchmarking Multi-turn Conversational Retrieval-Augmentation Generation☆53Updated last month
- [EMNLP'2024 Findings] Explore generated documents for enhanced IR with LLMs. We enhance BM25 to surpass strong dense retriever on many da…☆13Updated 3 months ago
- [ICLR 2025] LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization☆37Updated 4 months ago
- [WWW 2024] The official repo for paper "Scalable and Effective Generative Information Retrieval".☆57Updated last year
- Companion code for FanOutQA: Multi-Hop, Multi-Document Question Answering for Large Language Models (ACL 2024)☆53Updated last month
- ☆30Updated 2 years ago
- Prompting Large Language Models to Generate Dense and Sparse Representations for Zero-Shot Document Retrieval☆50Updated last week