Alex-Fabbri

Multi-News

Large-scale multi-document summarization dataset and code

lang2logic-PyTorch

PyTorch port of the paper "Language to Logical Form with Neural Attention"

deep_learning_nlp_sarcasm

code for deep learning models applied to nlp tasks

AnswerSumm

nlp-models

My NLP research experiments, built on PyTorch within the AllenNLP framework

pytorch-pretrained-BERT

PyTorch version of Google AI's BERT model with script to load Google's pre-trained models

Alex-Fabbri.github.io

allennlp

An open-source NLP research library, built on PyTorch.

CSrankings

A web app for ranking computer science departments according to their research output in selective venues.

datasets

A collection of datasets ready to use with TensorFlow

fact-check-summarization

fast_abs_rl

Code for ACL 2018 paper: "Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting. Chen and Bansal"

fastai

The fastai deep learning library, plus lessons and tutorials

jax

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

joeynmt

Minimalist NMT for educational purposes

Mem2Seq

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems

nlg-eval

Evaluation code for various unsupervised automated metrics for Natural Language Generation.

nnsum

An extractive neural network text summarization library for the EMNLP 2018 paper "Content Selection in Deep Learning Models of Summarization" (https://arxiv.org/abs/1810.12343).

Normalization-of-Social-Media-Text

OpenNMT-py

Open Source Neural Machine Translation in PyTorch

pytorch-openai-transformer-lm

A PyTorch implementation of OpenAI's finetuned transformer language model with a script to import the weights pre-trained by OpenAI

resume

RLSeq2Seq

Deep Reinforcement Learning For Sequence to Sequence Models

sms

summa-qa

Supporting code for the EMNLP 2019 paper "Answers Unite! Unsupervised Metrics for Reinforced Summarization Models"

takahe

takahe is a multi-sentence compression module

Text-Summarizer-Pytorch

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

trax

Trax — your path to advanced deep learning

triviaqa

Code for the TriviaQA reading comprehension dataset

XLM

PyTorch original implementation of Cross-lingual Language Model Pretraining.