crystina-z

MaxP-Reproduction

capreolus

A toolkit for end-to-end neural ad hoc retrieval

CEDR_tpu

replicate the CEDR: Contextualized Embeddings for Document Ranking code on TPU

nirtools

tools that frequently used in neural ir projects

addons

Useful extra functionality for TensorFlow 2.x maintained by SIG-addons

africlirmatrix

AfriCLIRMatrix is a test collection for cross-lingual information retrieval research in 15 diverse African languages.

anserini

A Lucene toolkit for replicable information retrieval research

anserini-tools

Evaluation tools shared across anserini, pyserini, and pygaggle

beir

A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.

cap-hard-neg

CELI

crystina-z.github.io

Data-Structures

GC-DPR

Train Dense Passage Retriever (DPR) with a single GPU

mr.tydi-1

Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.

mrtydi-codebase

MSMARCO-Passage-Ranking-Submissions

Submission archive for the MS MARCO passage ranking leaderboard

mteb

MTEB: Massive Text Embedding Benchmark

onboarding

paddle-dpr

profane

A library for creating complex experimental pipelines

pygaggle

a gaggle of deep neural architectures for text ranking and question answering, designed for Pyserini

pyserini

Python interface to the Anserini IR toolkit built on Lucene

replicate-lce

Snowball

Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)

t5x

tensorflow

An Open Source Machine Learning Framework for Everyone

tevatron

Tevatron - A flexible toolkit for dense retrieval research and development.

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.