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261 search results found
Nlp_ability
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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
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4,301
Benchmarks of approximate nearest neighbor libraries in Python
Sequence_tagging
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1,725
Named Entity Recognition (LSTM + CRF) - Tensorflow
Magnitude
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1,542
A fast, efficient universal vector embedding utility package.
Word2vec Api
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1,303
Simple web service providing a word embedding model
Glove Python
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1,171
Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/
Repo 2017
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1,146
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
Conceptnet Numberbatch
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1,114
Tf_ner
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782
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
Lightnlp
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725
基于Pytorch和torchtext的自然语言处理深度学习框架。
Ngram2vec
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638
Four word embedding models implemented in Python. Supporting arbitrary context features
Text Summarization Tensorflow
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586
Tensorflow seq2seq Implementation of Text Summarization.
Text Classification Pytorch
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538
Text classification using deep learning models in Pytorch
Ner Lstm
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528
Named Entity Recognition using multilayered bidirectional LSTM
Visual Qa
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476
[Reimplementation Antol et al 2015] Keras-based LSTM/CNN models for Visual Question Answering
Cove
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467
Structured Self Attention
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412
A Structured Self-attentive Sentence Embedding
Sqlnet
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405
Neural Network for generating structured queries from natural language.
Lmdb Embeddings
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399
Fast word vectors with little memory usage in Python
Glue Baselines
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390
[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations
Nlp Notebook
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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
Word Embedding
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372
Word2vec, Fasttext, Glove, Elmo, Bert, Flair pre-train Word Embedding
Document Qa
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358
Pycadl
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355
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
Natural Language Processing
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336
Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning
Dynamic Memory Networks In Theano
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332
Implementation of Dynamic memory networks by Kumar et al. http://arxiv.org/abs/1506.07285
Dme
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322
Dynamic Meta-Embeddings for Improved Sentence Representations
Active Qa
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315
Chakin
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313
Simple downloader for pre-trained word vectors
Seq2seq Chatbot For Keras
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309
This repository contains a new generative model of chatbot based on seq2seq modeling.
Keras_snli
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265
Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks
Keras Text Summarization
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243
Text summarization using seq2seq in Keras
Embeddings
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217
Fast, DB Backed pretrained word embeddings for natural language processing.
Textclf
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217
TextClf :基于Pytorch/Sklearn的文本分类框架,包括逻辑回归、SVM、TextCNN、TextR
Gram
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217
Graph-based Attention Model
Ccks2019_el
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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
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197
Python implementation of GloVe word embedding algorithm (Pennington et al., 2014) for educational purposes
Char Embeddings
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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
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185
A fast implementation of GloVe, with optional retrofitting
Nlp Model
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184
Learning and practice
Embedding As Service
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182
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
Vqa Mcb
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179
Datastories Semeval2017 Task4
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171
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Sdnet
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171
SDNet
Document Classifier Lstm
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167
A bidirectional LSTM with attention for multiclass/multilabel text classification.
Vqa Winner Cvprw 2017
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160
Pytorch implementation of winner from VQA Chllange Workshop in CVPR'17
Video2description
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153
Video to Text: Natural language description generator for some given video. [Video Captioning]
Parallax
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147
Tool for interactive embeddings visualization
Pytorch Rnn Text Classification
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145
Word Embedding + LSTM + FC
Tvqa
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143
[EMNLP 2018] PyTorch code for TVQA: Localized, Compositional Video Question Answering
Navec
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140
Compact high quality word embeddings for Russian language
Vqa Mfb
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135
Sequicity
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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.
Mmbt
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133
Supervised Multimodal Bitransformers for Classifying Images and Text
Wordembeddings Elmo Fasttext Word2vec
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129
Using pre trained word embeddings (Fasttext, Word2Vec)
Aspect Extraction
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119
Aspect extraction from product reviews - window-CNN+maxpool+CRF, BiLSTM+CRF, MLP+CRF
Coreference Resolution
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118
Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).
Dynamic Coattention Network Plus
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115
Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.
Event Driven Stock Prediction Using Deep Learning
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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
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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
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102
MedNLI - A Natural Language Inference Dataset For The Clinical Domain
Bamnet
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99
Code & data accompanying the NAACL2019 paper "Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases"
Gcae
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98
Typesql
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98
TypeSQL: Knowledge-based Type-Aware Neural Text-to-SQL Generation
Simple Sentence Similarity
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97
Exploring the simple sentence similarity measurements using word embeddings
Banking Class
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91
Parse and categorize banking transactions
Lsgn
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90
Labeled Span Graph Networks
Automated Essay Grading
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86
Source code for the paper A Memory-Augmented Neural Model for Automated Grading
Transform And Tell
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85
[CVPR 2020] Transform and Tell: Entity-Aware News Image Captioning
Ntagger
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80
reference pytorch code for named entity tagging
Alacarte
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79
Xqa
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74
Dataset and baseline for ACL 2019 paper "XQA: A Cross-lingual Open-domain Question Answering Dataset"
Bpt
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74
Source code of paper "BP-Transformer: Modelling Long-Range Context via Binary Partitioning"
Half Size
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72
Effective Dimensionality Reduction for Word Embeddings.
Magnn
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66
Metapath Aggregated Graph Neural Network for Heterogeneous Graph Embedding
Sentence Selection
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65
Answer Sentence Selection using Deep Learning
Spacy Pretrain Polyaxon
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64
Example using Polyaxon to experiment with pre-training spaCy
Pytorch_sentiment_rnn
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64
Example Recurrent Neural Networks for Sentiment Analysis (Aspect-Based) on SemEval 2014
Zeugma
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59
📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠
Vectorsinsearch
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59
Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015
Stocknet Code
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58
Code for stock movement prediction from tweets and historical stock prices.
Vqa Mfb.pytorch
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55
This project is out of date, I don't remember the details inside...
Sql_database_optimization
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54
This is the code for "SQL Database Optimization" By Siraj Raval on Youtube
Tf_sentence_similarity_cnn
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53
Word Embedding With Python
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52
word2vec, doc2vec, GloVe implementation with Python
Text Classification Keras
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50
📚 Text Classification Library with Keras
Keras Text To Image
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50
Translate text to image in Keras using GAN and Word2Vec as well as recurrent neural networks
Keras Chatbot Web Api
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49
Simple keras chat bot using seq2seq model with Flask serving web
Text_embedding
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48
utility class for building/evaluating document representations
Hierarchical Attention Networks
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47
TensorFlow implementation of the paper "Hierarchical Attention Networks for Document Classification"
Text Classification Pytorch
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47
Implementation of papers for text classification task on SST-1/SST-2
Qgforqa
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47
Nqg_ass2s
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46
Implementation of <Improving Neural Question Generation Using Answer Separation> by Yanghoon Kim et al., AAAI 2019
Glove
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46
🌎 Compute Glove vectors using a co-occurence matrix
Keras Glove
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44
Implementation of GloVe in Keras
Graph2vec
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44
Theano implementation of GloVe for graphs
Matchlstm Pytorch
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43
a pytorch implementation of match lstm question answering model
Interpretablenlp Acl2020
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42
Code for "Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?"
Languagemodels
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41
Comparison of n-gram vs RNN (recurrent neural network) language models (predicting next word in a sequence), using Python, NLTK, Keras, and TensorFlow
Embeddingsviz
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40
Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors
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