luyug

GradCache

Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint

Condenser

EMNLP 2021 - Pre-training architectures for dense retrieval

Reranker

Build Text Rerankers with Deep Language Models

COIL

NAACL2021 - COIL Contextualized Lexical Retriever

GC-DPR

Train Dense Passage Retriever (DPR) with a single GPU

magix

Supercharge huggingface transformers with model parallelism.

Dense

A toolkit for building dense retrievers with deep language models.

mores_plus

MORES

bertviz

Tool for visualizing attention in the Transformer model (BERT, GPT-2, Albert, XLNet, RoBERTa, CTRL, etc.)

DecSDE

detr

End-to-End Object Detection with Transformers

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

ictir20-distill

luyug.github.io

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

MSMARCO

Utilities, Baselines, Statistics and Descriptions Related to the MSMARCO DATASET

MSMARCO-Document-Ranking

MS MARCO(Microsoft Machine Reading Comprehension) is a large scale dataset focused on machine reading comprehension, question answering, and passage/document ranking

MSMARCO-Document-Ranking-Archive

Official MS MARCO Document Ranking Leaderboard and Submission Archive

MSMARCO-Document-Ranking-Submissions

Submission archive for the MS MARCO document ranking leaderboard

SIGIR19-BERT-IR

Repo of code and data for SIGIR-19 short paper "Deeper Text Understanding for IR with Contextual NeuralLanguage Modeling"

tesseract

Tesseract Open Source OCR Engine (main repository)

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

fairscale

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more