herbertchen1

allennlp

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

Chinese-Word-Vectors

100+ Chinese Word Vectors 上百种预训练中文词向量

choicenet

Implementation of ChoiceNet

DataSciComp

A collection of popular Data Science Competitions

deeptype

Design, evolve, and train neural type systems.

DuReader

Baseline Systems of DuReader Dataset

e2e-coref

End-to-end Neural Coreference Resolution

examples

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

FgEC

Updated code for abhipec/fnet

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

fnet

Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings

GAN-manifold-regularization

This is the code we used in our paper accepted at ICLR 2018

Interview-Notebook

:memo: 准备秋招学习笔记

kbp-online

An online continuous assessment leaderboard for knowledge base population.

leetcodePy

MANNs4NMT

A series of models applying memory augmented neural networks to machine translation

neuralcoref

✨State-of-the-art coreference resolution based on neural nets and spaCy

NFETC

Neural Fine-grained Entity Type Classification

pytorch-dnc

Neural Turing Machine (NTM) & Differentiable Neural Computer (DNC) with pytorch & visdom

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

pytorch-vsumm-reinforce

AAAI 2018 - Unsupervised video summarization with deep reinforcement learning (PyTorch)

pytorch_word2vec

Use pytorch to implement word2vec

RL-Experiments

Implementations of deep reinforcement learning algorithms for experiments

rl4nlp

Reinforcement learning for natural language processing reading group

rnng

Recurrent neural network grammars

SciTail

This released code is for our ACL2018 paper "End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions". It gets STOA performance in a textual entailment benchmark -- 82.1% accuracy on SciTail dataset. We release the code and the pretrained model

sentence-similarity

PyTorch implementations of various deep learning models for paraphrase detection, semantic similarity, and textual entailment

SeqGAN-1

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

textual_entailment

Recurrent neural network architectures in TensorFlow for predicting textual entailment.

vat_tf

Virtual adversarial training with Tensorflow