Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]
☆657Mar 10, 2024Updated last year
Alternatives and similar repositories for RankGPT
Users that are interested in RankGPT are comparing it to the libraries listed below
Sorting:
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆579Updated this week
- Document Ranking with Large Language Models.☆203Feb 14, 2026Updated 2 weeks ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆2,023Feb 21, 2026Updated last week
- Tevatron - Unified Document Retrieval Toolkit across Scale, Language, and Modality. Demo in SIGIR 2023, SIGIR 2025.☆727Jan 26, 2026Updated last month
- This is the repo for the survey of LLM4IR.☆529Nov 13, 2025Updated 3 months ago
- Official repository for paper "ReasonIR Training Retrievers for Reasoning Tasks".☆218Jun 24, 2025Updated 8 months ago
- Code, datasets, and checkpoints for the paper "Improving Passage Retrieval with Zero-Shot Question Generation (EMNLP 2022)"☆100Nov 27, 2022Updated 3 years ago
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini☆352Dec 21, 2023Updated 2 years ago
- A curated list of awesome papers related to pre-trained models for information retrieval (a.k.a., pretraining for IR).☆677Jan 7, 2024Updated 2 years ago
- ☆716Oct 7, 2025Updated 4 months ago
- Inquisitive Parrots for Search☆199Jun 5, 2025Updated 8 months ago
- EMNLP 2021 - Pre-training architectures for dense retrieval☆256Mar 18, 2022Updated 3 years ago
- SPLADE: sparse neural search (SIGIR21, SIGIR22)☆979May 3, 2024Updated last year
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆2,087Oct 16, 2025Updated 4 months ago
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,782Oct 14, 2025Updated 4 months ago
- ☆57Jan 26, 2025Updated last year
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,599Dec 20, 2025Updated 2 months ago
- Retrieval and Retrieval-augmented LLMs☆11,329Dec 15, 2025Updated 2 months ago
- Build Text Rerankers with Deep Language Models☆265Feb 20, 2024Updated 2 years ago
- [ECIR'24] Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"☆317May 15, 2025Updated 9 months ago
- SGPT: GPT Sentence Embeddings for Semantic Search☆873Feb 17, 2024Updated 2 years ago
- Repo for Llatrieval☆31Aug 21, 2024Updated last year
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-…☆3,859May 17, 2025Updated 9 months ago
- Scalable training for dense retrieval models.☆298Jun 10, 2025Updated 8 months ago
- Codebase for RetroMAE and beyond.☆272Jun 7, 2024Updated last year
- This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai,…☆2,326May 25, 2024Updated last year
- [SIGIR 2025] The official repo for "Scaling Sparse and Dense Retrieval in Decoder-Only LLMs"☆20Mar 31, 2025Updated 11 months ago
- Generative Representational Instruction Tuning☆687Jun 25, 2025Updated 8 months ago
- Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.☆80Feb 16, 2022Updated 4 years ago
- A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks☆383Jan 6, 2026Updated last month
- This repository helps you evaluate your models on the FreshStack benchmark!☆33Dec 9, 2025Updated 2 months ago
- An Open-Source Package for Information Retrieval☆168Feb 23, 2026Updated last week
- StrategyQA 데이터 세트 번역☆23Apr 12, 2024Updated last year
- ☆24Oct 23, 2020Updated 5 years ago
- Learning to Tokenize for Generative Retrieval (NeurIPS 2023)☆85Nov 3, 2024Updated last year
- Dense Passage Retriever - is a set of tools and models for open domain Q&A task.☆1,860Apr 6, 2023Updated 2 years ago
- SIGIR 2021: Efficiently Teaching an Effective Dense Retriever with Balanced Topic Aware Sampling☆60Jul 11, 2021Updated 4 years ago
- Collections of IR Research☆37May 18, 2025Updated 9 months ago
- Official code and model checkpoints for our EMNLP 2022 paper "RankGen - Improving Text Generation with Large Ranking Models" (https://arx…☆137Aug 2, 2023Updated 2 years ago