memray Goto Github PK

1-billion-word-language-modeling-benchmark

Formerly known as code.google.com/p/1-billion-word-language-modeling-benchmark

academic-budget-bert

Repository containing code for "How to Train BERT with an Academic Budget" paper

acl-rd-tec-2.0

The ACL RD-TEC 2.0: A corpus of annotated terms in context from domain of computational linguistics

acm_dl

acmparser

Some basic NLP functions

ance

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

apex

A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch

arae

Code for the paper "Adversarially Regularized Autoencoders (ICML 2018)" by Zhao, Kim, Zhang, Rush and LeCun

beir

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

cgl

Learning the Concept Graph from Data

cnn-sentence-classification-pytorch

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

cnn_sentence

CNNs for sentence classification

colbert

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21)

contriever

Contriever Towards Unsupervised Dense Information Retrieval with Contrastive Learning

convolutional-attention

Repository for the code of the "A Convolutional Attention Network for Extreme Summarization of Source Code" paper

cpae

Code for EMNLP 2018 paper "Auto-Encoding Dictionary Definitions into Consistent Word Embeddings"

cs2770

datasets

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

deeprl-agents

A set of Deep Reinforcement Learning Agents implemented in Tensorflow.

dhr

This is the repository of the Dense Hierarchical Retrieval for Open-Domain Question Answering

dimshuffle

the experiment about how to use dimshuffle

dsift-python

Dense sift (Dsift) feature extraction using python and numpy.

eeel

emdr2

Code and Models for the paper "End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering" (NeurIPS 2021)

entity2vector

Entity Embedding Project on Yelp

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fairscale

PyTorch extensions for high performance and large scale training.

fairseq

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

fairseq-kpg

flashtext

Extract Keywords from sentence or Replace keywords in sentences.