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57 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.

Texthero ⭐ 2,773

Text preprocessing, representation and visualization from zero to hero.

Scattertext ⭐ 2,131

Beautiful visualizations of how language differs among document types.

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

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

Simple downloader for pre-trained word vectors

Question Generation ⭐ 305

Generating multiple choice questions from text using Machine Learning.

Personality Detection ⭐ 273

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Polish Nlp Resources ⭐ 267

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

Coursera Natural Language Processing Specialization ⭐ 217

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

Jfasttext ⭐ 215

Java interface for fastText

Shallowlearn ⭐ 196

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

Fasttext.js ⭐ 169

FastText for Node.js

Lbl2vec ⭐ 165

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

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

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

Fastrtext ⭐ 97

R wrapper for fastText

Walklets ⭐ 96

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

Searchthearxiv ⭐ 91

The code powering searchthearxiv.com, a simple semantic search engine for more than 300,000 ML papers on arXiv.

Easy Bert ⭐ 71

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

Clustercat ⭐ 66

Fast Word Clustering Software

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

SImple SenTence EmbeddeR

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!

Materials Synthesis Generative Models ⭐ 47

Public release of data and code for materials synthesis generation

Textblob Ar ⭐ 46

Arabic support for textblob

Sentiment Analysis Of Tweets In Russian ⭐ 46

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

Fuzzymax ⭐ 42

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

Word2vec Tsne ⭐ 35

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

Text Analysis ⭐ 32

Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

Bert_spacy_rasa ⭐ 31

Tutorial for BERT (and other transformer) embeddings with spaCy and Rasa

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

Nlppapers ⭐ 25

A list of notes about NLP papers

Self-Taught Data Science

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

EmoInt provides a high level wrapper to combine various word embeddings and creating ensembles from multiple trained models

Classification_benchmarks_benglai_nlp ⭐ 20

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

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.

Hands On Nlp With Pytorch ⭐ 15

Collection of Notebooks for Natural Language Processing with PyTorch

Questionclustering ⭐ 15

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

Cvdd Pytorch ⭐ 14

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

Repository for the lectures taught in the course named "Natural Language Processing" at the University of Guilan, Department of Computer Engineering.

Distributional Inclusion Vector Embedding ⭐ 10

Emosense Semeval2019 Task3 Emocontext ⭐ 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.

A neural network library for natural language processing written in pure Clojure

Learning Ontologies Via Embeddings

Greek Words Evolution ⭐ 8

A systematic NLP framework that uses diachronic word embeddings to trace semantic shifts or variations in the context of words over time in the Greek language.

Word Embeddings for Low Resource Languages: The Case of Buryat

Bengali Hate Speech Dataset ⭐ 7

Dataset for identifying potential hates (e.g., political, religious, personal, gender abusive, geopolitical, etc.) for under-resourced Bengali language.

Textrank Directed Graph ⭐ 6

unsupervised graph-based ranking model

Textual Similarity Universal Sentence Encoder ⭐ 6

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

Stanford_cs224u Nlu Course ⭐ 6

This repository contains my solution to the Stanford Course cs224u "Natural Language Understanding" Summer 2019

a naive chatbot that sometimes misdiagnoses

The code for the paper "Inter and Intra Topic Structure Learning with Word Embeddings" in ICML 2018.

Sentiment Analysis Of Covid 19 Tweets ⭐ 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.

Word2vec Demo ⭐ 6

Visualize word2vec in javascript

Hodmd Experiments ⭐ 6

EigenSent: Spectral sentence embeddings using higher-order Dynamic Mode Decomposition

A package for reading/writing files containing pre-trained word embeddings and building "embedding matrices".

Hierarchical Language Modeling ⭐ 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.

Python library for processing Japanese text.

Bilingual Lexicon Induction An Incomplete List ⭐ 5

Masters Thesis Ml ⭐ 5

Repository for my master's thesis in machine learning at UiB

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