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Search results for natural language processing word embeddings

natural-language-processing x

word-embeddings x

74 search results found

Gensim ⭐ 15,180

Topic Modelling for Humans

Flair ⭐ 13,529

A very simple framework for state-of-the-art Natural Language Processing (NLP)

Resume Matcher ⭐ 4,224

Resume Matcher is an open source, free tool to improve your resume. It works by using language models to compare and rank resumes with job descriptions.

Pytorch Sentiment Analysis ⭐ 4,133

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Texthero ⭐ 2,773

Text preprocessing, representation and visualization from zero to hero.

Scattertext ⭐ 2,131

Beautiful visualizations of how language differs among document types.

Awesome Sentence Embedding ⭐ 1,831

A curated list of pretrained sentence and word embedding models

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Nlp_overview ⭐ 958

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

Text2vec ⭐ 829

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

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 ⭐ 710

A collection of notebooks for Natural Language Processing from NLP Town

A Modern C++ Data Sciences Toolkit

Biosentvec ⭐ 501

BioWordVec & BioSentVec: pre-trained embeddings for biomedical words and sentences

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

Course repo for Applied Natural Language Processing (Spring 2019)

Bert Embedding ⭐ 392

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Simple downloader for pre-trained word vectors

Question Generation ⭐ 305

Generating multiple choice questions from text using Machine Learning.

Polish Nlp Resources ⭐ 267

Pre-trained models and language resources for Natural Language Processing in Polish

Spanish Word Embeddings ⭐ 248

Spanish word embeddings computed with different methods and from different corpora

Germanwordembeddings ⭐ 224

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

Word Embeddings for Information Retrieval

Coursera Natural Language Processing Specialization ⭐ 217

Programming assignments from all courses in the Coursera Natural Language Processing Specialization offered by deeplearning.ai.

Embeddings ⭐ 217

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

Jfasttext ⭐ 215

Java interface for fastText

State-of-the-art, lightweight NLP tools for Turkish language. Developed by VNGRS.

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".

WEFE: The Word Embeddings Fairness Evaluation Framework. WEFE is a framework that standardizes the bias measurement and mitigation in Word Embeddings models. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

Wordgcn ⭐ 167

ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

Lbl2vec ⭐ 165

Lbl2Vec learns jointly embedded label, document and word vectors to retrieve documents with predefined topics from an unlabeled document corpus.

Compress Fasttext ⭐ 153

Tools for shrinking fastText models (in gensim format)

DaNLP is a repository for Natural Language Processing resources for the Danish Language.

Nlp De Cero A Cien ⭐ 135

Curso práctico: NLP de cero a cien 🤗

Elmo Chinese ⭐ 131

Deep contextualized word representations for Chinese

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

Natural language processing using unsupervised vectors representation.

Ai Nlp Paper Readings ⭐ 107

This is my reading list for my PhD in AI, NLP, Deep Learning and more.

Dna2vec ⭐ 103

dna2vec: Consistent vector representations of variable-length k-mers

Nlp Tutorial ⭐ 101

自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取

Fastrtext ⭐ 97

R wrapper for fastText

Hierarchical Sentiment ⭐ 96

Hierarchical Models for Sentiment Analysis in Pytorch

Crosslingualcontextualemb ⭐ 96

Cross-Lingual Alignment of Contextual Word Embeddings

Hash Embeddings ⭐ 93

PyTorch implementation of Hash Embeddings (NIPS 2017). Submission to the NIPS Implementation Challenge.

Easy Bert ⭐ 71

A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)

Yelp_comments_classification_nlp ⭐ 61

Yelp round-10 review comments classification using deep learning (LSTM and CNN) and natural language processing.

Doing things with embeddings

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

SImple SenTence EmbeddeR

Library for Korean morpheme and word vector representation

Emnlp 2023 Papers ⭐ 54

EMNLP 2023 Papers: Explore cutting-edge research from EMNLP 2023, the premier conference for advancing empirical methods in natural language processing. Stay updated on the latest in machine learning, deep learning, and natural language processing with code included. ⭐ support NLP!

Keras Pos Embd ⭐ 54

Position embedding layers in Keras

Pair2vec ⭐ 53

pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference

Morphologicalpriorsforwordembeddings ⭐ 51

Code for EMNLP 2016 paper: Morphological Priors for Probabilistic Word Embeddings

Machinelearningsamples Biomedicalentityextraction ⭐ 49

MachineLearningSamples-BiomedicalEntityExtraction

Codenames ⭐ 47

Codenames AI using Word Vectors

Materials Synthesis Generative Models ⭐ 47

Public release of data and code for materials synthesis generation

Sentiment Analysis Of Tweets In Russian ⭐ 46

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

Textblob Ar ⭐ 46

Arabic support for textblob

Nlp Roadmap ⭐ 44

🗺️ 一个自然语言处理的学习路线图

Fuzzymax ⭐ 42

Code for the paper: Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors, ICLR 2019.

Ruby Spacy ⭐ 39

A wrapper module for using spaCy natural language processing library from the Ruby programming language via PyCall

Indra is a Web Service which allows easy access to different distributional semantics models in several languages.

Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification ⭐ 38

ACL22 paper: Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost

Word2vec Tsne ⭐ 35

Google News and Leo Tolstoy: Visualizing Word2Vec Word Embeddings using t-SNE.

Persianner ⭐ 34

Named-Entity Recognition in Persian Language

Joint_align ⭐ 33

Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework

Nlp Intuition And Applications Of Word Embeddings ⭐ 31

UPCOMING TUTORIAL on Word Representations and how they are important for NLP applications.

Code for the papers: Correlation Coefficients and Semantic Textual Similarity, NAACL-HLT 2019 & Correlations between Word Vector Sets, EMNLP-IJCNLP 2019.

Skip Gram Model Pytorch ⭐ 27

PyTorch implementation of the Word2Vec (Skip-Gram Model) and visualizing the trained embeddings using TSNE

Dutch Word Embeddings ⭐ 27

Dutch word embeddings, trained on a large collection of Dutch social media messages and news/blog/forum posts.

Question Answering ⭐ 27

Contextuallstm ⭐ 26

Contextual LSTM for NLP tasks like word prediction and word embedding creation for Deep Learning

Multilingual Nlm ⭐ 25

Code for "Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models" and "Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora"

Nlppapers ⭐ 25

A list of notes about NLP papers

Code for the paper "A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling" (ACL2018)

Geometry-aware Multilingual Embeddings

Embeddings.js ⭐ 23

Word embeddings for the web

Sentimentanalysis ⭐ 22

Sentiment Analysis: Deep Bi-LSTM+attention model

Tf Word2vec ⭐ 22

TensorFlow implementation of word2vec

DEPRECATED - The Concept Mover's Distance Method is now available in the text2map package. Concept Mover's Distance measure a document's conceptual engagement using word embeddings.

Hyperstar ⭐ 21

Hyperstar: Negative Sampling Improves Hypernymy Extraction Based on Projection Learning.

Context Encoders (ConEc) as a simple but powerful extension of the word2vec model for learning word embeddings

Classification_benchmarks_benglai_nlp ⭐ 20

Classification Benchmarks for Under-resourced Bengali Language based on Multichannel Convolutional-LSTM Network

Arabic Word Embeddings Word2vec ⭐ 19

Arabic Word Embeddings Word2vec

Datastories Semeval2017 Task6 ⭐ 19

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

Website For Resume Matcher ⭐ 19

Resume Matcher Website

Awesome Nlp Papers ⭐ 19

A collection/reading-list of awesome Natural Language Processing papers sorted by date.

Color Names ⭐ 17

An improved version of the color name model described here: http://lewisandquark.tumblr.com/post/160776374467/

Rivertext ⭐ 17

RiverText is a framework that standardizes the Incremental Word Embeddings proposed in the state-of-art. Please feel welcome to open an issue in case you have any questions or a pull request if you want to contribute to the project!

Word Benchmarks ⭐ 17

Benchmarks for intrinsic word embeddings evaluation.

Cs224n Nlp With Deep Learning ⭐ 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

Polish Sentence Evaluation ⭐ 16

Evaluation of Sentence Representations in Polish

Questionclustering ⭐ 15

Clasificador de preguntas escrito en python 3 que fue implementado en el siguiente vídeo: https://youtu.be/qnlW1m6lPoY

Hands On Nlp With Pytorch ⭐ 15

Collection of Notebooks for Natural Language Processing with PyTorch

Bengali Word Embedding ⭐ 15

Bengali Word Embedding

flairR: An R Wrapper for Accessing Flair NLP

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