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203 search results found

Nlp_ability ⭐ 4,337

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提

Ann Benchmarks ⭐ 4,301

Benchmarks of approximate nearest neighbor libraries in Python

Sequence_tagging ⭐ 1,725

Named Entity Recognition (LSTM + CRF) - Tensorflow

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Word2vec Api ⭐ 1,303

Simple web service providing a word embedding model

Glove Python ⭐ 1,171

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

Repo 2017 ⭐ 1,146

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

Conceptnet Numberbatch ⭐ 1,114

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

Lightnlp ⭐ 725

基于Pytorch和torchtext的自然语言处理深度学习框架。

Ngram2vec ⭐ 638

Four word embedding models implemented in Python. Supporting arbitrary context features

Text Summarization Tensorflow ⭐ 586

Tensorflow seq2seq Implementation of Text Summarization.

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

Visual Qa ⭐ 476

[Reimplementation Antol et al 2015] Keras-based LSTM/CNN models for Visual Question Answering

Structured Self Attention ⭐ 412

A Structured Self-attentive Sentence Embedding

Neural Network for generating structured queries from natural language.

Lmdb Embeddings ⭐ 399

Fast word vectors with little memory usage in Python

Nlp Notebook ⭐ 390

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生

Glue Baselines ⭐ 390

[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations

Word Embedding ⭐ 372

Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding

Document Qa ⭐ 358

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

Natural Language Processing ⭐ 336

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

Dynamic Memory Networks In Theano ⭐ 332

Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285

Dynamic Meta-Embeddings for Improved Sentence Representations

Simple downloader for pre-trained word vectors

Keras_snli ⭐ 265

Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks

Embeddings ⭐ 217

Fast, DB Backed pretrained word embeddings for natural language processing.

Textclf ⭐ 217

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextR

Nlp Model ⭐ 184

Learning and practice

Embedding As Service ⭐ 182

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Datastories Semeval2017 Task4 ⭐ 171

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Document Classifier Lstm ⭐ 167

A bidirectional LSTM with attention for multiclass/multilabel text classification.

Vqa Winner Cvprw 2017 ⭐ 160

Pytorch implementation of winner from VQA Chllange Workshop in CVPR'17

Parallax ⭐ 147

Tool for interactive embeddings visualization

Pytorch Rnn Text Classification ⭐ 145

Word Embedding + LSTM + FC

[EMNLP 2018] PyTorch code for TVQA: Localized, Compositional Video Question Answering

Vqa Mfb ⭐ 135

Supervised Multimodal Bitransformers for Classifying Images and Text

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

Aspect Extraction ⭐ 119

Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF

Coreference Resolution ⭐ 118

Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).

Dynamic Coattention Network Plus ⭐ 115

Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.

Event Driven Stock Prediction Using Deep Learning ⭐ 108

A deep learning method for event driven stock market prediction. Deep learning is useful for event-driven stock price movement prediction by proposing a novel neural tensor network for learning event embedding, and using a deep convolutional neural network to model the combined influence of long-term events and short-term events on stock price movements

Neural_chat ⭐ 103

Code to support training, evaluating and interacting neural network dialog models, and training them with reinforcement learning. Code to deploy a web server which hosts the models live online is available at: https://github.com/asmadotgh/neural_chat_web

Code & data accompanying the NAACL2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"

TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation

Simple Sentence Similarity ⭐ 97

Exploring the simple sentence similarity measurements using word embeddings

Labeled Span Graph Networks

reference pytorch code for named entity tagging

Dataset and baseline for ACL 2019 paper "XQA: A Cross-lingual Open-domain Question Answering Dataset"

Source code of paper "BP-Transformer: Modelling Long-Range Context via Binary Partitioning"

Half Size ⭐ 72

Effective Dimensionality Reduction for Word Embeddings.

Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding

Sentence Selection ⭐ 65

Answer Sentence Selection using Deep Learning

Pytorch_sentiment_rnn ⭐ 64

Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014

📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠

Stocknet Code ⭐ 58

Code for stock movement prediction from tweets and historical stock prices.

Vqa Mfb.pytorch ⭐ 55

This project is out of date, I don't remember the details inside...

Sql_database_optimization ⭐ 54

This is the code for "SQL Database Optimization" By Siraj Raval on Youtube

Tf_sentence_similarity_cnn ⭐ 53

Word Embedding With Python ⭐ 52

word2vec, doc2vec, GloVe implementation with Python

Keras Text To Image ⭐ 50

Translate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks

Text Classification Keras ⭐ 50

📚 Text Classification Library with Keras

Keras Chatbot Web Api ⭐ 49

Simple keras chat bot using seq2seq model with Flask serving web

Text_embedding ⭐ 48

utility class for building/evaluating document representations

Hierarchical Attention Networks ⭐ 47

TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"

Text Classification Pytorch ⭐ 47

Implementation of papers for text classification task on SST-1/SST-2

🌎 Compute Glove vectors using a co-occurence matrix

Nqg_ass2s ⭐ 46

Implementation of <Improving Neural Question Generation Using Answer Separation> by Yanghoon Kim et al., AAAI 2019

Keras Glove ⭐ 44

Implementation of GloVe in Keras

Matchlstm Pytorch ⭐ 43

a pytorch implementation of match lstm question answering model

Conditional Batch Norm ⭐ 40

Pytorch implementation of NIPS 2017 paper "Modulating early visual processing by language"

Embeddingsviz ⭐ 40

Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors

Iclassifier ⭐ 40

reference pytorch code for intent classification

Vqa Demo Gui ⭐ 36

This repository gives a GUI using PyQt4 for VQA demo using Keras Deep Learning Library. The VQA model is created using Pre-trained VGG-16 Weight for image Features and glove vectors for question Features.

Lifelong_relation_detection ⭐ 36

The source code for our paper "Learning the signatures of the human grasp using a scalable tactile glove"

Merge_label ⭐ 33

Code for paper "Merge and Label: A Novel Neural Network Architecture for Nested NER", ACL 2019

Author implementation of "Learning Recurrent Span Representations for Extractive Question Answering" (Lee et al. 2016)

Modeling Sentiment Dependencies with Graph Convolutional Networks for Aspect-level Sentiment Classification

Aspect Based Sentiment Analysis ⭐ 27

Word2vec Flask Api ⭐ 26

Flask API for Word2vec

Squad Qa System ⭐ 25

QA system for Stanford Question Answering Dataset

Languagemodel Using Attention ⭐ 25

Pytorch implementation of a basic language model using Attention in LSTM network

Twitter Sentiment Analysis ⭐ 25

Sentiment Analysis on twitter using Keras / TensorFlow / GloVe

Nontology ⭐ 24

Matrix tools for building and inspecting latent spaces

Hr Bilstm ⭐ 24

Implementation for paper "Improved Neural Relation Detection for Knowledge Base Question Answering"

Cs224n Project ⭐ 24

Abstractive text summarization http://arxiv.org/abs/1509.00685

Neural Partialcrf ⭐ 24

Neural (LSTM) version of the partial CRF model

Nli_keras ⭐ 21

Keras implementation (tensorflow backend) of natural language inference

A private, free, open-source search engine built on a P2P network

Mp Cnn Tensorflow Sentence Similarity ⭐ 20

Visual Question Answering ⭐ 20

📷 ❓ Visual Question Answering Demo and Algorithmia API

Datastories Semeval2017 Task6 ⭐ 19

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

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