armancohan Goto Github PK

acohan.github.io

arxiv-tools

Tools to bulk download arxiv data

bert

TensorFlow code and pre-trained models for BERT

biosum

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

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano or TensorFlow.

long-summarization

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

longformer

Longformer: The Long-Document Transformer

matchsum

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

models

Models built with TensorFlow

mup

nlp

ontoemma

An ontology matcher for matching entities between knowledgebases

patchimage

modify New Super Mario Bros. Wii, Mario Kart Wii, Kirby's Adventure Wii, Tokyo Mirage Sessions #FE, Pokemon X/Y, Pokemon OR/AS, Bravely Second

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

python-tutorial-for-text-data

pytorch-lightning

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

rouge

Python rouge calculation

scientific-summ

Evaluation of scientific summarization

scisumm-corpus

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

sdm16-tutorial

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