AmenRa / ranx
β‘οΈA Blazing-Fast Python Library for Ranking Evaluation, Comparison, and Fusion π
β439Updated 2 months ago
Related projects: β
- SPLADE: sparse neural search (SIGIR21, SIGIR22)β741Updated 4 months ago
- Provides a common interface to many IR ranking datasets.β314Updated last month
- A Python framework for performing information retrieval experiments, building on http://terrier.org/β408Updated this week
- Powerful unsupervised domain adaptation method for dense retrieval. Requires only unlabeled corpus and yields massive improvement: "GPL: β¦β321Updated last year
- docTTTTTquery document expansion modelβ350Updated last year
- pytrec_eval is an Information Retrieval evaluation tool for Python, based on the popular trec_eval.β283Updated 11 months ago
- Pyserini is a Python toolkit for reproducible information retrieval research with sparse and dense representations.β1,633Updated this week
- Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Searchβ237Updated 3 months ago
- Neural Searchβ333Updated 3 months ago
- Open-Source Information Retrieval Courses @ TU Wienβ586Updated last year
- Fast lexical search library implementing BM25 in Python using Numpy and Scipyβ770Updated this week
- A Python Search Engine for Humans π₯Έβ176Updated 4 months ago
- Build Text Rerankers with Deep Language Modelsβ245Updated 6 months ago
- SpanMarker for Named Entity Recognitionβ384Updated last month
- Tevatron - A flexible toolkit for neural retrieval research and development.β479Updated 3 weeks ago
- FastFit β‘ When LLMs are Unfit Use FastFit β‘ Fast and Effective Text Classification with Many Classesβ180Updated 3 weeks ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.β1,552Updated last month
- A large-scale information-rich web dataset, featuring millions of real clicked query-document labelsβ305Updated 3 months ago
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.β298Updated last week
- β323Updated 9 months ago
- Inquisitive Parrots for Searchβ175Updated 6 months ago
- A large-scale multilingual dataset for Information Retrieval. Thorough human-annotations across 18 diverse languages.β156Updated last month
- Easily embed, cluster and semantically label text datasetsβ434Updated 5 months ago
- Training & evaluation library for text-based neural re-ranking and dense retrieval models built with PyTorchβ259Updated last year
- a gaggle of deep neural architectures for text ranking and question answering, designed for Pyseriniβ338Updated 8 months ago
- A curated list of awesome papers for Semantic Retrieval (TOIS Accepted: Semantic Models for the First-stage Retrieval: A Comprehensive Reβ¦β315Updated last year
- Is ChatGPT Good at Search? LLMs as Re-Ranking Agent [EMNLP 2023 Outstanding Paper Award]β508Updated 6 months ago
- provides a common interface to many IR measure toolsβ75Updated 3 weeks ago
- Neural Searchβ322Updated 3 months ago
- Set of vectorizers that extract keyphrases with part-of-speech patterns from a collection of text documents and convert them into a documβ¦β251Updated 4 months ago