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Xueguang Ma 马雪光's Projects

ance icon ance

A novel embedding training algorithm leveraging ANN search and achieved SOTA retrieval on Trec DL 2019 and OpenQA benchmarks

anserini icon anserini

A Lucene toolkit for replicable information retrieval research

bootstrap icon bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

coil icon coil

NAACL2021 - COIL Contextualized Lexical Retriever

dense icon dense

A toolkit for building dense retrievers with deep language models.

farm icon farm

:house_with_garden: Fast & easy transfer learning for NLP. Harvesting language models for the industry. Focus on Question Answering.

mesh icon mesh

Mesh TensorFlow: Model Parallelism Made Easier

mxueguang.github.io icon mxueguang.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

natural-questions icon natural-questions

Natural Questions (NQ) contains real user questions issued to Google search, and answers found from Wikipedia by annotators. NQ is designed for the training and evaluation of automatic question answering systems.

presidio icon presidio

Context aware, pluggable and customizable data protection and PII data anonymization service for text and images

pygaggle icon pygaggle

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

pyserini icon pyserini

Python interface to the Anserini IR toolkit built on Lucene

scifact icon scifact

Data and models for the SciFact verification task.

self-rag icon self-rag

This includes the original implementation of SELF-RAG: Learning to Retrieve, Generate and Critique through self-reflection by Akari Asai, Zeqiu Wu, Yizhong Wang, Avirup Sil, and Hannaneh Hajishirzi.

staged-recipes icon staged-recipes

A place to submit conda recipes before they become fully fledged conda-forge feedstocks

tevatron icon tevatron

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

transformers icon transformers

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

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