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Search results for natural language processing lstm
lstm
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natural-language-processing
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83 search results found
Ailearning
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37,934
AiLearning:数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
Deeplearning
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7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
Pytorch Sentiment Analysis
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4,133
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Nlp Beginner
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3,884
NLP上手教程
Nlp_paper_study
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3,373
该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记
Sru
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2,012
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
Ncrfpp
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1,862
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
Spago
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1,691
Self-contained Machine Learning and Natural Language Processing library in Go
Deeplearningfornlpinpytorch
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1,605
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
Nlp Models Tensorflow
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1,329
Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0
Deepnlp
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1,311
Deep Learning NLP Pipeline implemented on Tensorflow
Conv Emotion
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1,146
This repo contains implementation of different architectures for emotion recognition in conversations.
Named_entity_recognition
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1,118
中文命名实体识别(包括多种模型:HMM,CRF,BiLSTM,BiLSTM+CRF的具体实现)
Pytorchtext
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959
1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)
Getting Things Done With Pytorch
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873
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
Seq2seq Chatbot
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826
Chatbot in 200 lines of code using TensorLayer
Tensorflow Tutorial
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751
TensorFlow and Deep Learning Tutorials
Lstm Char Cnn Tensorflow
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737
in progress
Ner Lstm
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528
Named Entity Recognition using multilayered bidirectional LSTM
Neural Vqa
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486
❔ Visual Question Answering in Torch
Personrelationknowledgegraph
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480
ChinesePersonRelationGraph, person relationship extraction based on nlp methods.中文人物关系知识图谱项目,内容包括中文人物关系图谱构建,基于知识库的数据回标,基于远
Attention Networks For Classification
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477
Hierarchical Attention Networks for Document Classification in PyTorch
Glyce
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387
Code for NeurIPS 2019 - Glyce: Glyph-vectors for Chinese Character Representations
Ner
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350
命名实体识别实践与探索
Paraphrase Id Tensorflow
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321
Various models and code (Manhattan LSTM, Siamese LSTM + Matching Layer, BiMPM) for the paraphrase identification task, specifically with the Quora Question Pairs dataset.
Nlp_thai_resources
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316
More than 50+ collections of Thai Natural Language Processing libraries. Update daily.
Qa_match
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312
A simple effective ToolKit for short text matching
Nlp_basis
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308
这是我学习一个NLP教程【2019最新AI 自然语言处理之深度机器学习顶级项目实战课程】做的笔记与代码
Deep_srl
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275
Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next
Rnnsharp
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272
RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, sequence-to-sequence and so on. It's written by C# language and based on .NET framework 4.6 or above versions. RNNSharp supports many different types of networks, such as forward and bi-directional network, sequence-to-sequence network, and different types of layers, such as LSTM, Softmax, sampled Softmax and others.
Absapapers
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268
Worth-reading papers and related awesome resources on aspect-based sentiment analysis (ABSA). 值得一读的方面级情感分析论文与相关资源集合
Deep Learning Specialization Coursera
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266
This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.
Natural Language Processing With Tensorflow
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264
Natural Language Processing with TensorFlow, published by Packt
Sohu_competition
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216
Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)
Multimodal Sentiment Analysis
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205
Attention-based multimodal fusion for sentiment analysis
Bi Lstm Crf
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180
A PyTorch implementation of the BI-LSTM-CRF model.
Siamese Lstm
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172
Siamese LSTM for evaluating semantic similarity between sentences of the Quora Question Pairs Dataset.
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".
Text Emotion Classification
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165
Archived - not answering issues
Bert Ch Ner
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149
基于BERT的中文命名实体识别
Rnn_lstm_from_scratch
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142
How to build RNNs and LSTMs from scratch with NumPy.
Semanaly
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137
semantic analysis using word2vector, doc2vector,lstm and other method. mainly for text similarity analysis.
Nlp De Cero A Cien
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135
Curso práctico: NLP de cero a cien 🤗
Question Answering
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128
TensorFlow implementation of Match-LSTM and Answer pointer for the popular SQuAD dataset.
Kaggle Quora Dup
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126
Solution to Kaggle's Quora Duplicate Question Detection Competition
Data_science
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125
daily curated links in DS, DL, NLP, ML
Deep Lyrics
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123
Lyrics Generator aka Character-level Language Modeling with Multi-layer LSTM Recurrent Neural Network
Sluice Networks
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119
Code for Sluice networks: Learning what to share between loosely related tasks
Chinese Sentiment Classification
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117
简单的中文文本情感分类 (MLP, CNN, RNN in PyTorch) - 2019 THU 人工智能导论作业
Abstractive Summarization
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113
Implementation of abstractive summarization using LSTM in the encoder-decoder architecture with local attention.
Pytorch Pos Tagging
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109
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
Repo 2016
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105
R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence, NLP and Geolocation
Weibosentiment
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104
基于各种机器学习和深度学习的中文微博情感分析
Ml Dl Tutorial
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91
Machine Learning /DL Tutorial
Pytorch_gbw_lm
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90
PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset
Transformers_for_text_classification
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84
基于Transformers的文本分类
Nlp Interview Notes
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84
📚 专门为自然语言处理(NLP)面试准备的学习笔记与资料
Dialogue Understanding
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82
This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
Translit Rnn
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78
Automatic transliteration with LSTM
Stock_prediction
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77
基于神经网络的通用股票预测模型 A general stock prediction model based on neural networks
Bert Squeeze
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77
🛠️ Tools for Transformers compression using PyTorch Lightning ⚡
Pred Rnn
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76
PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs
Basic Machine Learning
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71
This is a repo of basic Machine Learning what I learn. More to go...
Twitter Sentiment Analysis Classical Approach Vs Deep Learning
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70
This project's aim, is to explore the world of Natural Language Processing (NLP) by building what is known as a Sentiment Analysis Model. We will be implementing and comparing both a Naïve Bayes and a Deep Learning LSTM model.
Lstm Text Generation
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70
Tons of fun with text and recurrent neural networks! Let your computer read a book and tell you its own story. 🤣
N3lp
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69
C++ implementation for Neural Network-based NLP, such as LSTM machine translation!
Cs224n_project
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65
Neural Image Captioning in TensorFlow.
Quora_question_pairs
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64
Kaggle Quora 第21名解决方案
Kesci Urdu Sentiment Analysis
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62
sentiment-analysis
Yelp_comments_classification_nlp
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61
Yelp round-10 review comments classification using deep learning (LSTM and CNN) and natural language processing.
Lstm_sentence_classifier
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61
LSTM-based Models for Sentence Classification in PyTorch
Chicksexer
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60
A Python package for gender classification.
Keras Utility Layer Collection
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59
Collection of custom layers and utility functions for Keras which are missing in the main framework.
End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial
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59
Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
Pretraining For Language Understanding
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59
Pre-training of Language Models for Language Understanding
Joint Lstm Parser
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57
Transition-based joint syntactic dependency parser and semantic role labeler using a stack LSTM RNN architecture.
Comparemodels_trecqa
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55
Compare six baseline deep learning models on TrecQA
Claimbuster Spotter
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55
Adversarial Training on Transformer Networks to discover check-worthy factual claims
Tefla
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51
Tensorflow deep-learning framework
Chinesehumorsentiment
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51
ChineseHumorSentiment, chinese humor sentiment mining including corpus build and mining nlp methods.中文文本幽默情绪计算项目,项目包括幽默文本语料库的构建,幽默计算模型,包括幽默等级识
Text Classification Keras
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50
📚 Text Classification Library with Keras
Marseille
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50
Mining Argument Structures with Expressive Inference (Linear and LSTM Engines)
Charlstm
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48
Bidirectional Character LSTM for Sentiment Analysis - Tensorflow Implementation
Nlp_notebooks
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46
Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.
Tan Division
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46
Chinese corpus sentiment analysis. 谭松波酒店评论中文文本情感分析
Ner In Chinese Text
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44
NLP Keras BiLSTM+CRF
Text Generation Bilstm Pytorch
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43
In this repository you will find an end-to-end model for text generation by implementing a Bi-LSTM-LSTM based model with PyTorch's LSTMCells.
Sangita
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43
A Natural Language Toolkit for Indian Languages
Pytorch Ner
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42
Pipeline for training NER models using PyTorch.
Dl_notebooks
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42
This repo contains all the notebooks mentioned in blog.
Attention_is_all_you_need
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41
Bilstm Crf Ner Pytorch
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41
This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.
Nmt Attention Tf2
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36
👫 Effective Approaches to Attention-based Neural Machine Translation implemented as Tensorflow 2.0
Resumefilter
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34
Extracting relevant information from resume using deep learning.
Lstm Rnn Vad
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34
Voice Activity Detection LSTM-RNN learning model
Python_tutorial
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33
Python 3 tutorial for machine learning and natural language processing.
Open_type
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33
Visual Question Answering
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32
CNN+LSTM, Attention based, and MUTAN-based models for Visual Question Answering
Nlp_toolkit
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32
Basic NLP Toolkits include text classification, sequence labeling etc.
Nlp Uncertainty Zoo
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32
Model zoo for different kinds of uncertainty quantification methods used in Natural Language Processing, implemented in PyTorch.
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