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428 search results found

Glove ⭐ 6,480

Software in C and data files for the popular GloVe model for distributed word representations, a.k.a. word vectors or embeddings

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

Cs224u ⭐ 2,007

Code for Stanford CS224u

Nlper Interview ⭐ 1,746

该仓库主要记录 NLP 算法工程师相关的面试题

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

Text2vec ⭐ 829

Fast vectorization, topic modeling, distances and GloVe word embeddings in R.

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。

Deeplearningbookqa_cn ⭐ 693

深度学习面试问题回答对应的DeepLearning中文版页码

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

Word Embeddings (e.g. Word2Vec) in Go!

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

Cs224n Squad Project ⭐ 389

Word Embedding ⭐ 372

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

Document Qa ⭐ 358

Keras Quora Question Pairs ⭐ 357

A Keras model that addresses the Quora Question Pairs dyadic prediction task.

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

Deep Learning For Nlp Resources ⭐ 338

List of resources to get started with Deep Learning for NLP.

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

Chinese Word2vec ⭐ 319

word2vec/glove/swivel binary file on chinese corpus

Active Qa ⭐ 315

Simple downloader for pre-trained word vectors

Seq2seq Chatbot For Keras ⭐ 309

This repository contains a new generative model of chatbot based on seq2seq modeling.

Flutter_glove_box ⭐ 285

Various eBay tools for Flutter development

Tensorflow Glove ⭐ 280

An implementation of GloVe in TensorFlow

Somatic ⭐ 267

Open-hardware data glove

Keras_snli ⭐ 265

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

BNLP is a natural language processing toolkit for Bengali Language.

Spanish Word Embeddings ⭐ 248

Spanish word embeddings computed with different methods and from different corpora

Keras Text Summarization ⭐ 243

Text summarization using seq2seq in Keras

2018 Daguan Competition ⭐ 230

2018年"达观杯"文本智能处理挑战赛-长文本分类-rank4

Embeddings ⭐ 217

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

Graph-based Attention Model

Textclf ⭐ 217

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

Ccks2019_el ⭐ 210

CCKS 2019 中文短文本实体链指比赛技术创新奖解决方案

Glove.py ⭐ 197

Python implementation of GloVe word embedding algorithm (Pennington et al., 2014) for educational purposes

Text_similarity ⭐ 189

Text Similarity

Char Embeddings ⭐ 186

A repository containing 300D character embeddings derived from the GloVe 840B/300D dataset, and uses these embeddings to train a deep learning model to generate Magic: The Gathering cards using Keras

Mittens ⭐ 185

A fast implementation of GloVe, with optional retrofitting

Nlp Model ⭐ 184

Learning and practice

Embedding As Service ⭐ 182

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

Vqa Mcb ⭐ 179

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".

Clickbaits_revisited ⭐ 169

Deep learning models to identify clickbaits taking content into consideration

Document Classifier Lstm ⭐ 167

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

Chinsese_word_vectors ⭐ 166

Chinsese_word_vectors

Vqa Winner Cvprw 2017 ⭐ 160

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

Video2description ⭐ 153

Video to Text: Natural language description generator for some given video. [Video Captioning]

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

Compact high quality word embeddings for Russian language

Pre Trained Models ⭐ 139

预训练语言模型综述

Vqa Mfb ⭐ 135

Sequicity ⭐ 134

Source code for the ACL 2018 paper entitled "Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures" by Wenqiang Lei et al.

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

Chrome extension: Gives Ctrl+F like find results which include non-exact (fuzzy) matches using string edit-distance and GloVe/Word2Vec. Also searches by regular expressions.

Coreference Resolution ⭐ 118

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

Hierarchical Attention Network ⭐ 117

Implementation of Hierarchical Attention Networks in PyTorch

Dynamic Coattention Network Plus ⭐ 115

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

Word Embeddings Workshop ⭐ 114

This contains materials for the word embeddings workshop

Nlp_adversarial_examples ⭐ 112

Implementation code for the paper "Generating Natural Language Adversarial Examples"

Selfattentive ⭐ 108

Implementation of A Structured Self-attentive Sentence Embedding

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

MedNLI - A Natural Language Inference Dataset For The Clinical Domain

Deep Learning Interview ⭐ 100

深度学习面试汇总，基本知识点的查漏补缺

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

Banking Class ⭐ 91

Parse and categorize banking transactions

code for satellite system graphs

Labeled Span Graph Networks

Glove As A Tensorflow Embedding Layer ⭐ 90

Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

Decomp Attn ⭐ 89

Decomposable Attention Model for Sentence Pair Classification (from https://arxiv.org/abs/1606.01933)

Automated Essay Grading ⭐ 86

Source code for the paper A Memory-Augmented Neural Model for Automated Grading

Transform And Tell ⭐ 85

[CVPR 2020] Transform and Tell: Entity-Aware News Image Captioning

Eval On Nn Of Rc ⭐ 84

Empirical Evaluation on Current Neural Networks on Cloze-style Reading Comprehension

Related Searches

Python Glove (582)

Embeddings Glove (239)

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