GloVe model for distributed word representation

Ekphrasis is a text processing tool, geared towards text from social networks, such as Twitter or Facebook. Ekphrasis performs tokenization, word normalization, word segmentation (for splitting has…

A PyTorch implementation of the NIPS 2017 paper "Dynamic Routing Between Capsules".

Train emoji embeddings based on emoji descriptions.

Semi-supervised emotion lexicon expansion with label propagation and specialized word embeddings

100+ Chinese Word Vectors 上百种预训练中文词向量

Sentiment Analysis Challenge

The information of computer journal

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

使用python抓取微博数据并对微博文本分析和可视化，LDA（树图）、关系图、词云、时间趋势（折线图）、热度地图、词典情感分析（饼图和3D柱状图）、词向量神经网络情感分析、tfidf聚类、词向量聚类、关键词提取、文本相似度分析等

中文常用停用词表（哈工大停用词表、百度停用词表等）

TensorFlow code and pre-trained models for BERT

CodeHub is an iOS application written using Xamarin

End-to-end semantic tagging.

A PyTorch implementation of the Transformer model in "Attention is All You Need".

Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"

Code for the article "Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification" (EMNLP 2018)

Facebook AI Research Sequence-to-Sequence Toolkit

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…

MELD: A Multimodal Multi-Party Dataset for Emotion Recognition in Conversation

Sequence Generation Model for Multi-label Classification (COLING 2018)

1st Place Solution for O2O Coupon Usage Forecast

Hands-on, practical knowledge of how to use neural networks and deep learning with Keras 2.0

Stand-alone language identification system

a joint model for text normalization, segmention, POS tagging.