doudoucao

CAIL2019TASK2

multi-label classification

Sentence_Matching

CHIP2018_TASK2--sentence matching competition.

ACSA2ABSA

Transfer learning from Aspect Category Sentiment Analysis to Aspect Based Sentiment Analysis

GA_ABC_MDS

Multi-document summarization

LDAimpl

the implementation of LDA.

ABSA-PyTorch

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

allennlp

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

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

BIMPM-pytorch

Re-implementation of BIMPM (Bilateral Multi-Perspective Matching for Natural Language Sentences, Zhiguo Wang et al.) on Pytorch.

BiMPM_keras

Keras implementation of Bilateral Multi-Perspective Matching.

BiMPM_Pytorch

This is a pytorch implementation of BiMPM

code-server

DANN

pytorch implementation of Domain-Adversarial Training of Neural Networks

DeepLearningMovies

Kaggle's competition for using Google's word2vec package for sentiment analysis

ESIM-1

Implementation of the ESIM model for natural language inference with PyTorch

Hypernym-Identification

Implementation of "Learning Term Embeddings for Hypernymy Identification" [Yu et al, 2015]

iir

Machine Learning / Natural Language Processing / Information Retrieval

InferSent

Sentence embeddings (InferSent) and training code for NLI.

MachineLearning

Basic Machine Learning and Deep Learning

pytorch-pretrained-BERT

The Big-&-Extending-Repository-of-Transformers: PyTorch pretrained models for Google's BERT, OpenAI GPT & GPT-2, Google/CMU Transformer-XL.

pytorch-sentiment-classification

LSTM and CNN sentiment analysis

QANet-pytorch-

A Pytorch implementation of QANet

ResEncoder

This repo is for residual-connected sentence encoder for NLI.

stm

Specialization Tensor Model (STM) for classifying lexico-semantic relations

SWEM

The Tensorflow code for this ACL 2018 paper: "Baseline Needs More Love: On Simple Word-Embedding-Based Models and Associated Pooling Mechanisms"

tensorflow_chatbot

Tensorflow chatbot demo by @Sirajology on Youtube