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Search results for deep learning word embeddings
deep-learning
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word-embeddings
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54 search results found
Nlp_overview
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958
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
Inltk
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808
Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need
Nlp Notebooks
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710
A collection of notebooks for Natural Language Processing from NLP Town
Deep_learning_nlp
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359
Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP
Hands On Deep Learning Algorithms With Python
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241
Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow
Dan
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229
Deep Averaging Networks
Germanwordembeddings
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224
Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
Embeddings
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217
Fast, DB Backed pretrained word embeddings for natural language processing.
Coursera Natural Language Processing Specialization
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217
Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.
Vnlp
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215
State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.
Chameleon_recsys
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202
Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
Relation Classification Using Bidirectional Lstm Tree
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183
TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations
Embedding As Service
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182
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
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".
Fasttext.js
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169
FastText for Node.js
Elmo Chinese
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131
Deep contextualized word representations for Chinese
Ai Nlp Paper Readings
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107
This is my reading list for my PhD in AI, NLP, Deep Learning and more.
Walklets
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96
A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).
Searchthearxiv
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91
The code powering searchthearxiv.com, a simple semantic search engine for more than 300,000 ML papers on arXiv.
Zeugma
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59
📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠
Lstm Context Embeddings
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56
Augmenting word embeddings with their surrounding context using bidirectional RNN
Attention Based Aspect Extraction
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54
Code for unsupervised aspect extraction, using Keras and its Backends
Machinelearningsamples Biomedicalentityextraction
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49
MachineLearningSamples-BiomedicalEntityExtraction
Pyner
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46
🌈 Implementation of Neural Network based Named Entity Recognizer (Lample+, 2016) using Chainer.
Word2vec Win32
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41
A word2vec port for Windows.
Embeddingsviz
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40
Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors
Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification
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38
NLP tutorial
Boilerplate Dynet Rnn Lm
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36
Boilerplate code for quickly getting set up to run language modeling experiments
Sequence Models Coursera
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34
Sequence Models by Andrew Ng on Coursera. Programming Assignments and Quiz Solutions.
Bert_spacy_rasa
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31
Tutorial for BERT (and other transformer) embeddings with spaCy and Rasa
Twitter Sentiment Analysis
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25
Sentiment Analysis on twitter using Keras / TensorFlow / GloVe
Bioconceptvec
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25
Nlppapers
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25
A list of notes about NLP papers
Retrieval Based_chatbot
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24
Sentimentanalysis
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22
Sentiment Analysis: Deep Bi-LSTM+attention model
Deepsentipers
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22
Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"
Chainer Notebooks
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21
Jupyter notebooks for Chainer hands-on
Meta Emb
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20
Hierarchical Multilingual Meta-Embeddings (EMNLP)
Compositional_code_learning
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19
Reproduce the results of paper "Compressing Word Embeddings via Deep Compositional Code Learning" accepted ICLR 2018
Awesome Nlp Papers
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19
A collection/reading-list of awesome Natural Language Processing papers sorted by date.
Datastories Semeval2017 Task6
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19
Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".
Cs224n Nlp With Deep Learning
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17
This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code. Here, you can find the solution for all classes starting form 2018
Color Names
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17
An improved version of the color name model described here: http://lewisandquark.tumblr.com/post/160776374467/
Concise Ipython Notebooks For Deep Learning
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17
Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.
Questionclustering
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15
Clasificador de preguntas escrito en python 3 que fue implementado en el siguiente vídeo: https://youtu.be/qnlW1m6lPoY
Hands On Nlp With Pytorch
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15
Collection of Notebooks for Natural Language Processing with PyTorch
Cvdd Pytorch
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14
A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.
Context2vec
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14
PyTorch implementation of context2vec from Melamud et al., CoNLL 2016
Word Recognition And Retrieval
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13
Code implementation for our DAS, 2020 paper titled "Fused Text Recogniser and Deep Embeddings Improve Word Recognition and Retrieval"
Ntua Slp Nlp
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13
💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA
Dna Sequence Classification
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12
Analysis of DNA Sequence Classification Using Neural Networks - Bioinformatics Course Project - Winter 2022
Bert Adv Embed
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12
Adversarial perturbations on word embeddings of BERT
Translation Model
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12
French-English translator using word embeddings, bi-directional encoder, and decoder with attention
Intro_to_dl_tutorial
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11
Material for introduction to Deep Learning Tutorials, Summer '20, '21
Bilingual Word Embeddings With Bucketed Cnn For Parallel Sentence Extraction
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11
Code for our paper in ACL 2017
Deepnlp
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9
Deep learning utility library for natural language processing
Etymon
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9
Find the origin of words in every language using a Deep Neural Network trained to create an etymological map.
Emosense Semeval2019 Task3 Emocontext
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9
Deep-learning system presented in "EmoSence at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations" at SemEval-2019.
Emoji2recipe
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9
Recipe prediction model from emojis
Identification Of Twitter Bots Using Cnn
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8
Python project to create a classifier to guess if a Twitter account is a man, a woman or a bot.
Readingcomprehension
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7
Bi-Directional Attention Flow for Machine Comprehensions
Icdmai_2020
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6
This repository is for the Session held in International Conference on Data Management, Analytics and Innovation, New Delhi 2020
Smash
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6
This project aims to create new tweets and carry out social engineering attacks by using the messages that people sent from social media accounts. Deep learning methods are used in this project. Besides, the model is trained with the social media messages of the people and new messages are created with this model. Malicious links are designed for people's interests. The study was implemented as a project developed only in the graduate course of ethical hacking. It is for educational purposes.
Dlnlp Papernotes
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6
Summaries and notes on Deep Learning research papers in natural language processing(NLP) domain.
Stanford_cs224u Nlu Course
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6
This repository contains my solution to the Stanford Course cs224u "Natural Language Understanding" Summer 2019
Sentiment Classification Of Amazon Fine Food Reviews
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6
A deep learning model (Bidirectional LSTM) using pretrained word embeddings to do sentiment analysis on Amazon fine food reviews dataset.
Keras Applications
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6
Keras 응용(CNN, RNN, GAN, DNN, ETC...) 사용법 예시
Sentiment Analysis Of Covid 19 Tweets
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6
Texts from twitter has been collected to decide the impact, it has been causing the public .We took a testing dataset and used neural network – Model training for testing the retrieved tweets and gain prediction of the sentiments from their tweets.
Deeplearning
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6
Deep Natural Language Processing
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5
Curated implementation notebooks and scripts of deep learning based natural language processing tasks and challenges in TensorFlow.
Political Vector Projector
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5
Unsupervised learning of political ideology by word vector projections.
Iscls 19
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5
ISCLS-19 Revisiting the Role of Feature Engineering for Compound Type Identification in Sanskrit
Embfile
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5
A package for reading/writing files containing pre-trained word embeddings and building "embedding matrices".
Hierarchical Language Modeling
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5
We address the task of learning contextualized word, sentence and document representations with a hierarchical language model by stacking Transformer-based encoders on a sentence level and subsequently on a document level and performing masked token prediction.
Mini Projects
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5
Deep Learning, NLP, Word Embeddings (Word2Vec, Doc2Vec)
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