castorini / rank_llm
RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.
☆445Updated last week
Alternatives and similar repositories for rank_llm
Users that are interested in rank_llm are comparing it to the libraries listed below
Sorting:
- Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]☆601Updated last year
- Generative Representational Instruction Tuning☆634Updated 2 months ago
- This is the repository for our paper "INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning"☆203Updated 5 months ago
- [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627☆484Updated 7 months ago
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆592Updated this week
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆157Updated last year
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆735Updated 2 years ago
- ToolQA, a new dataset to evaluate the capabilities of LLMs in answering challenging questions with external tools. It offers two levels …☆261Updated last year
- A large-scale information-rich web dataset, featuring millions of real clicked query-document labels☆326Updated 5 months ago
- [Preprint] Learning to Filter Context for Retrieval-Augmented Generaton☆192Updated last year
- Guideline following Large Language Model for Information Extraction☆371Updated 6 months ago
- Github repository for "RAGTruth: A Hallucination Corpus for Developing Trustworthy Retrieval-Augmented Language Models"☆171Updated 5 months ago
- HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels☆533Updated 5 months ago
- Easily embed, cluster and semantically label text datasets☆534Updated last year
- ☆360Updated last year
- ☆515Updated 5 months ago
- Build Text Rerankers with Deep Language Models☆262Updated last year
- Code for explaining and evaluating late chunking (chunked pooling)☆384Updated 4 months ago
- Automated Evaluation of RAG Systems☆590Updated last month
- AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark☆140Updated 5 months ago
- Comprehensive benchmark for RAG☆180Updated 6 months ago
- Benchmarking library for RAG☆194Updated 2 weeks ago
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy☆1,153Updated last month
- ☆279Updated last year
- Code and data for "Lost in the Middle: How Language Models Use Long Contexts"☆343Updated last year
- Implementation of paper Data Engineering for Scaling Language Models to 128K Context☆461Updated last year
- ☆676Updated 2 weeks ago
- [EMNLP 2023] The CoT Collection: Improving Zero-shot and Few-shot Learning of Language Models via Chain-of-Thought Fine-Tuning☆240Updated last year
- A large-scale multilingual dataset for Information Retrieval. Thorough human-annotations across 18 diverse languages.☆185Updated 9 months ago
- Data and code for FreshLLMs (https://arxiv.org/abs/2310.03214)☆359Updated this week