nlp
Natural language processing (NLP) is a field of computer science that studies how computers and humans interact. In the 1950s, Alan Turing published an article that proposed a measure of intelligence, now called the Turing test. More modern techniques, such as deep learning, have produced results in the fields of language modeling, parsing, and natural-language tasks.
Repositories (1478)
CogComp's light-weight Python NLP annotators
Code for Adversarial Training Methods for Semi-Supervised Text Classification
Implements the paper " Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models" by Serban et al (currently on the Mov...
PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs
📄 Deep Learning 中 Sentiment Analysis 論文統整與分析 😀😡☹️😭🙄🤢
Oxford Deep NLP 2017 course - Practical 2: Text Classification
《自然语言处理理论与实战》一书源码下载
Chinese Open Information Extraction (Tree-based Triple Relation Extraction Module)
Models and Pipelines for the Spark NLP library
Abstract Meaning Representation (AMR) tutorial slides
FoLiA Linguistic Annotation Tool -- Flat is a web-based linguistic annotation environment based around the FoLiA format (http://proycon.github.io/foli...
Javascript Natural Language Classifier
100 bài luyện tập xử lý ngôn ngữ tự nhiên
Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]
Language detection extension for spaCy 2.0+
😃 iOS11 demo application for sentiment polarity analysis.
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
A PureScript, browser-based implementation of LDA topic modeling.
NLP pipeline using word2vec (preprocessing/embedding/prediction/clustering)
A pythonic wrapper for Stanford CoreNLP.
[EMNLP 2019] Mixture Content Selection for Diverse Sequence Generation (Question Generation / Abstractive Summarization)
Source code for "Head-Driven Phrase Structure Grammar Parsing on Penn Treebank" published at ACL 2019
My solution to Kaggle Quora Question Pairs competition (Top 2%, Private LB log loss 0.13497).
Code for NAACL 2019 paper: Distant Supervision Relation Extraction with Intra-Bag and Inter-Bag Attentions
TOEIC(Test of English for International Communication) solving using pytorch-pretrained-BERT model.
On the Stability of Fine-tuning BERT: Misconceptions, Explanations, and Strong Baselines
自注意力与文本分类
Streaming tweets with spark, language detection & sentiment analysis, dashboard with Kibana
This is a list of open-source projects at Microsoft Research NLP Group
Accelerated NLP pipelines for fast inference on CPU. Built with Transformers and ONNX runtime.
PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset
Unofficial implementation of Perceiver IO
Multilingual Retrieval on Yelp Search Engine ⚡
English-French Machine Language Translation in Tensorflow
R wrapper for fastText
Interpretable Models for NLP using PyTorch
NLP framework in python for entity recognition and relationship extraction
A collection of PyTorch notebooks for learning and practicing deep learning
Text summarizer for golang using LexRank
The Self-dialogue Corpus - a collection of self-dialogues across music, movies and sports
Botfuel SDK to build highly conversational chatbots
One million English sentences, each split into two sentences that together preserve the original meaning, extracted from Wikipedia edits.
A natural language event parser for java and android.
Applying NLP transfer learning techniques to predict Tweet stance toward a topic
R package to Embed All the Things! using StarSpace
[AKBC 19] Improving Relation Extraction by Pre-trained Language Representations
Lemmatizer for text in English. Inspired by Python's nltk.corpus.reader.wordnet.morphy
Build AI-powered semantic search applications in JavaScript
Tensorflow and Keras implementation of the state of the art researches in Dialog System NLU
Big Data Analytics Using Interactive Workflows