naver / splade
SPLADE: sparse neural search (SIGIR21, SIGIR22)
☆832Updated 10 months ago
Alternatives and similar repositories for splade:
Users that are interested in splade are comparing it to the libraries listed below
- ⚡️A Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion 🐍☆533Updated 8 months ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.☆1,745Updated 3 weeks ago
- Tevatron - A flexible toolkit for neural retrieval research and development.☆573Updated last week
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy☆1,074Updated this week
- Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]☆581Updated last year
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆418Updated last week
- SGPT: GPT Sentence Embeddings for Semantic Search☆864Updated last year
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.☆1,771Updated 3 weeks ago
- HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels☆519Updated 3 months ago
- Neural Search☆352Updated 2 weeks ago
- Contriever: Unsupervised Dense Information Retrieval with Contrastive Learning☆719Updated last year
- A large-scale multilingual dataset for Information Retrieval. Thorough human-annotations across 18 diverse languages.☆179Updated 7 months ago
- A large-scale information-rich web dataset, featuring millions of real clicked query-document labels☆317Updated 3 months ago
- Build Text Rerankers with Deep Language Models☆261Updated last year
- ☆358Updated last year
- docTTTTTquery document expansion model☆361Updated 2 years ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,345Updated this week
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings☆1,921Updated 2 months ago
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: …☆329Updated last year
- Late Interaction Models Training & Retrieval☆259Updated this week
- Provides a common interface to many IR ranking datasets.☆347Updated 2 weeks ago
- Train and Infer Powerful Sentence Embeddings with AnglE | 🔥 SOTA on STS and MTEB Leaderboard☆524Updated last week
- This repo contains data and code for the paper "Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Da…☆487Updated 11 months ago
- MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, …☆315Updated last year
- A Python framework for performing information retrieval experiments, building on http://terrier.org/☆442Updated 2 weeks ago
- Inquisitive Parrots for Search☆189Updated last year
- Code repository for supporting the paper "Atlas Few-shot Learning with Retrieval Augmented Language Models",(https//arxiv.org/abs/2208.03…☆529Updated last year
- ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)☆3,277Updated 4 months ago
- Efficient Retrieval Augmentation and Generation Framework☆1,489Updated 2 months ago
- Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cro…☆770Updated 3 months ago