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34 search results found

Texthero ⭐ 2,773

Text preprocessing, representation and visualization from zero to hero.

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.

Bootcamp ⭐ 1,521

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

Sense2vec ⭐ 1,486

🦆 Contextually-keyed word vectors

Vectorflow ⭐ 566

VectorFlow is a high volume vector embedding pipeline that ingests raw data, transforms it into vectors and writes it to a vector DB of your choice.

a Deep Learning Framework for Text

Paragraph Vectors ⭐ 375

📄 A PyTorch implementation of Paragraph Vectors (doc2vec).

Deep_learning_nlp ⭐ 359

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

Simple downloader for pre-trained word vectors

Nlp Natural Language Processing ⭐ 289

Projects and useful articles / links

Spanish Word Embeddings ⭐ 248

Spanish word embeddings computed with different methods and from different corpora

2018 Daguan Competition ⭐ 230

2018年"达观杯"文本智能处理挑战赛-长文本分类-rank4

Pyfasttext ⭐ 229

Yet another Python binding for fastText

Word Embeddings for Information Retrieval

Nl2sql Rule ⭐ 177

Content Enhanced BERT-based Text-to-SQL Generation https://arxiv.org/abs/1910.07179

Chars2vec ⭐ 157

Character-based word embeddings model based on RNN for handling real world texts

Awesome Nlp Resources ⭐ 157

This repository contains landmark research papers in Natural Language Processing that came out in this century.

Modern_practical_nlp ⭐ 125

This course covers how you can use NLP to do stuff.

Sent2vec ⭐ 117

How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.

Japanese word embedding with Sudachi and NWJC 🌿

Dna2vec ⭐ 103

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

Nlp Cheat Sheet Python ⭐ 98

NLP Cheat Sheet, Python, spacy, LexNPL, NLTK, tokenization, stemming, sentence detection, named entity recognition

Relation_extraction ⭐ 93

Relation Extraction using Deep learning(CNN)

Doc2vec Api ⭐ 92

document embedding and machine learning script for beginners

Practical 2 ⭐ 92

Oxford Deep NLP 2017 course - Practical 2: Text Classification

100 Days Of Nlp ⭐ 83

Word2vec ⭐ 81

word2vec++ is a Distributed Representations of Words (word2vec) library and tools implementation, written in C++11 from the scratch

Fasttext.netwrapper ⭐ 60

.NET Standard wrapper for fastText library. Now works on Windows, Linux and MacOs!

Doing things with embeddings

Library for Korean morpheme and word vector representation

Glove Experiments ⭐ 54

GloVe word vector embedding experiments (similar to Word2Vec)

Representation Learning For Nlp ⭐ 53

Codenames ⭐ 47

Codenames AI using Word Vectors

Cvpr_paper_search_tool ⭐ 45

Automatic paper clustering and search tool by fastext from Facebook Research

Natural language processing of Gene Expression Omnibus data

Rbertviz ⭐ 40

Visualization tools to use with RBERT

Tying Wv And Wc ⭐ 38

Implementation for "Tying Word Vectors and Word Classifiers: A Loss Framework for Language Modeling"

Pytorch Definitions ⭐ 30

Conditional Generators of Words Definitions, ACL 2018

Stanza Train ⭐ 30

Model training tutorials for the Stanza Python NLP Library

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

Pytorch Skipgram ⭐ 26

Implementing Skip-gram Negative Sampling with pytorch

Embeddings.js ⭐ 23

Word embeddings for the web

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.

A configurable implementation of locality-sensitive hashing in Elixir

Nlp Basics ⭐ 18

Demo of embedding words and documents into vector space

Knime Textprocessing ⭐ 18

KNIME - Text Processing Extension (Labs)

Text_analytics_on_mpp ⭐ 16

Collection of tutorials on text analytics/NLP, including vector space models, neural language models and topic models on the Pivotal MPP platform (Greenplum/HAWQ).

Dilation Gate CNN For Machine Reading Comprehension

Natural-language processing library

Baking Lyrics ⭐ 14

Random lyrics generator.

Cvdd Pytorch ⭐ 14

A PyTorch implementation of Context Vector Data Description (CVDD), a method for Anomaly Detection on text.

Vector_space_modelling ⭐ 14

NLP in python Vector Space Modelling and document classification NLP

Cluster Semantic Vectors ⭐ 14

Utilities for clustering GloVe vectors for NLP tasks

Visualizing_contextual_vectors ⭐ 14

Visualizing ELMo Contextual Vectors for Word Sense Disambiguation

Midi Glove ⭐ 13

Create MIDI note vector embeddings using GloVe (Global Vectors for Word Representation)

Fill The Gap ⭐ 12

[ACL-WS] 4th place solution to gendered pronoun resolution challenge on Kaggle

Word2vec Talk ⭐ 11

Slides and coding demo for word2vec

Watasense ⭐ 11

Watasense: an Unsupervised WSD System for Under-Resourced Languages.

Disambiguating biomedical and clinical concepts with word embeddings

Embeddingbased ⭐ 10

Embedding-based evaluation metrics for dialogue generation.

Twitter Deep Learning ⭐ 10

An NLP model that uses deep learning to analysis tweet sentiment

Graduationproject ⭐ 10

毕业设计基于CNN和词向量的句子相似性度量 NLP Sentence Similarity CNN Word Vector

Char2vec ⭐ 10

Training from scratch a character embedding following Word2Vec, using tensorflow.

Case2vec ⭐ 10

A simple web application for searching Word2Vec embeddings derived from approximately 2,000 law reports published by the The Incorporated Council of Law Reporting for England & Wales (https://www.iclr.co.uk).

Romanian Word Embeddings ⭐ 10

Romanian Word Embeddings. Here you can find pre-trained corpora of word embeddings. Current methods: CBOW, Skip-Gram, Fast-Text (from Gensim library). The .vec and .model files are available for download (all in one archive).

A convolutional neural network model for relation extraction.

Language Modeling ⭐ 9

Language modeling on the Penn Treebank (PTB) corpus using a trigram model with linear interpolation, a neural probabilistic language model, and a regularized LSTM.

Nc_embeddings ⭐ 9

Comparison between various noun compound embeddings

Lingmatch ⭐ 9

An all-in-one R package for the assessment of linguistic similarity

Contextual embedding for text blobs.

Where Is The Answer ⭐ 8

FastText based Question Answering System for Turkish Stories

Persianwordvectors ⭐ 8

A set of pre-trained word vectors for Persian language

Spacy Catala ⭐ 8

Spacy NLP Model for the Catalan language

Semantic Similarity Extraction Using Word Vectors In Mahabharata Dataset ⭐ 7

Semantic similarity extraction using word vectors in Mahabharata dataset

🍀 An easy to use library to perform NLP sequence tagging tasks

Image Captioning ⭐ 7

Image Captioning is the process of generating textual description of an image.It uses both Natural language Processing and Computer Vision to generate the captions.

Indonesian Word Embedding ⭐ 7

An Indonesian word embedding demo

Feature Extraction For Sentiment Analysis With Logistic Regression And Naive Bayes ⭐ 7

Uses Word2Vec/Doc2Vec and traditional NLP techniques

Learning Word Vectors from Project Gutenberg Texts

Rnn Lie Detector ⭐ 6

Lie Detector on CSC Deceptive Speech Dataset using RNN with TensorFlow

Source code for our AAAI 2020 paper P-SIF: Document Embeddings using Partition Averaging

Textual Similarity Universal Sentence Encoder ⭐ 6

Extract embeddings and group sentences with universal sentence encoder package from TensorFlow.js.

Thesuperquestiontypetopicclassifier ⭐ 6

Using SVM to classify questions based on their type and topic

Memory-mapped word embeddings storage with quantization support

Identify The Sentiments Av Nlp Contest ⭐ 5

This project is submitted as python implementation in the contest of Analytics Vidhya called "Identify the Sentiments". I enjoyed the joining of this competition and all its process. This submited solution got the rank 118 in the public leaderboard.

[OUTDATED] A set of classes/scripts for NLP tasks focused on finance data

Recognizing Textual Entailment

Deepdoctor ⭐ 5

Med2Vec and deep learning classification

State Lstm ⭐ 5

state-lstm in pytorch

Spanishwordembeddings ⭐ 5

Spanish Word Embeddings computed from large corpora and different sizes using fastText.

Python package for the paper "Global Vectors for Node Representation" (https://arxiv.org/pdf/1902.11004.pdf)

Deep_nlp_pydata ⭐ 5

Python Sentence2vec ⭐ 5

This tool provides some implementations of sentence to vector.

Solutions for Stanford CS224n, Winter 2020.

A minimal chatbot platform

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