armancohan

long-summarization

Resources for the NAACL 2018 paper "A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents"

arxiv-tools

Tools to bulk download arxiv data

MatchSum

Code for ACL 2020 paper: "Extractive Summarization as Text Matching"

acohan.github.io

scisumm-corpus

Scientific Document Summarization Corpus and Annotations from the WING NUS group.

tensorflow

Computation using data flow graphs for scalable machine learning

bert

TensorFlow code and pre-trained models for BERT

cpsc670

CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

docker-images

A collection of scripts that build docker images for various use-cases.

fairseq

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

files2rouge

Calculating ROUGE score between two files (line-by-line)

flex

Few-shot NLP benchmark for unified, rigorous eval

longformer

Longformer: The Long-Document Transformer

models

Models built with TensorFlow

mup

ontoemma

An ontology matcher for matching entities between knowledgebases

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks"

PreSumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

pytorch-lightning

The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

seqio

Task-based datasets, preprocessing, and evaluation for sequence models.

SimCSE

EMNLP'2021: SimCSE: Simple Contrastive Learning of Sentence Embeddings

tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

tensorboard

TensorFlow's Visualization Toolkit

TensorFlow-Examples-1

TensorFlow Tutorial and Examples for beginners

tf-rnn

Practical Examples for RNNs in Tensorflow

transformer-xl

Training Transformer-XL on 128 GPUs

transformers

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

useful-commands