Crystina Xinyu Zhang's repositories
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-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.
GC-DPR
Train Dense Passage Retriever (DPR) with a single GPU
magnitude
A fast, efficient universal vector embedding utility package.
mr.tydi-1
Mr. TyDi is a multi-lingual benchmark dataset built on TyDi, covering eleven typologically diverse languages.
MSMARCO-Passage-Ranking-Submissions
Submission archive for the MS MARCO passage ranking leaderboard
mteb
MTEB: Massive Text Embedding Benchmark
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
Snowball
Implementation with some extensions of the paper "Snowball: Extracting Relations from Large Plain-Text Collections" (Agichtein and Gravano, 2000)
tensorflow
An Open Source Machine Learning Framework for Everyone
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.