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Search results for python word embeddings

word-embeddings x

251 search results found

Gensim ⭐ 15,180

Topic Modelling for Humans

Chinese Word Vectors ⭐ 11,230

100+ Chinese Word Vectors 上百种预训练中文词向量

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.

A library for Multilingual Unsupervised or Supervised word Embeddings

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.

Conceptnet Numberbatch ⭐ 1,114

Natural Language Toolkit for Indic Languages aims to provide out of the box support for various NLP tasks that an application developer might need

Ngram2vec ⭐ 638

Four word embedding models implemented in Python. Supporting arbitrary context features

Doc2vec ⭐ 619

Python scripts for training/testing paragraph vectors

Multi Class Text Classification Cnn Rnn ⭐ 554

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Topic Modeling in Embedding Spaces

A framework to learn cross-lingual word embedding mappings

Deep Learning for Natural Language Processing

Structured Self Attentive Sentence Embedding ⭐ 402

An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., ICLR 2017).

Bert Embedding ⭐ 392

🔡 Token level embeddings from BERT model on mxnet and gluonnlp

Multi Class Text Classification Cnn ⭐ 388

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

Word Embeddings Benchmarks ⭐ 368

Package for evaluating word embeddings

Deep_learning_nlp ⭐ 359

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

Simple downloader for pre-trained word vectors

Topical_word_embeddings ⭐ 284

A demo code for topical word embedding

Personality Detection ⭐ 273

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

Named Entity Recognition With Bidirectional Lstm Cnns ⭐ 241

Named-Entity-Recognition-with-Bidirectional-LSTM-C

Sequence Labeler ⭐ 235

Neural network sequence labeling model

Unsupervised Aspect Extraction ⭐ 230

Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"

Deep Averaging Networks

Word Embeddings for Information Retrieval

Embeddings ⭐ 217

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

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

Portuguese_word_embeddings ⭐ 202

Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks

Chameleon_recsys ⭐ 202

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

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.

Embedding As Service ⭐ 182

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

Word2gauss ⭐ 174

Gaussian word embeddings

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)

Code for Mimicking Word Embeddings using Subword RNNs (EMNLP 2017)

Pytorch Rnn Text Classification ⭐ 145

Word Embedding + LSTM + FC

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

Elmo Chinese ⭐ 131

Deep contextualized word representations for Chinese

Code & data accompanying the KDD 2017 paper "KATE: K-Competitive Autoencoder for Text"

Convseg ⭐ 130

Convolutional neural network and word embeddings for Chinese word segmentation

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

Word2vec Recommender ⭐ 128

Recommendation engine based on contextual word embeddings

Sentencerepresentation ⭐ 112

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

Text Summarizer ⭐ 101

Python Framework for Extractive Text Summarization

Simple Sentence Similarity ⭐ 97

Exploring the simple sentence similarity measurements using word embeddings

Hierarchical Sentiment ⭐ 96

Hierarchical Models for Sentiment Analysis in Pytorch

Walklets ⭐ 96

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

Hash Embeddings ⭐ 93

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

Searchthearxiv ⭐ 91

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

Language Games ⭐ 89

Dead simple games made with word vectors.

Dict2vec ⭐ 88

Dict2vec is a framework to learn word embeddings using lexical dictionaries.

Nonce2vec ⭐ 83

Incremental learning of word embeddings with context informativeness.

Wordembeddingautoencoder ⭐ 75

An autoencoder to calculate word embeddings as mentioned in Lebret/Collobert paper 2015

Auto_cliwc ⭐ 74

Code for Chinese LIWC Lexicon Expansion via Hierarchical Classification of Word Embeddings with Sememe Attention (AAAI18)

Half Size ⭐ 72

Effective Dimensionality Reduction for Word Embeddings.

Boundary Aware Nested Ner ⭐ 69

Code for EMNLP 2019 paper "A Boundary-aware Neural Model for Nested Named Entity Recognition"

Clustercat ⭐ 66

Fast Word Clustering Software

Word Embeddings For Nmt ⭐ 66

Supplementary material for "When and Why Are Pre-trained Word Embeddings Useful for Neural Machine Translation?" at NAACL 2018

Audiocaption ⭐ 64

Dataset and baseline for the first Audiocaption task

Nonparametric Topic Modeling with Word Vectors

Imn E2e Absa ⭐ 61

Code and dataset for ACL2019 ‘‘An Interactive Multi-Task Learning Network for End-to-End Aspect-Based Sentiment Analysis’’.

The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"

Neuralresponseranking ⭐ 60

Data and Code on Response Ranking with Deep Matching Networks and External Knowledge in Information-seeking Conversation Systems (SIGIR 2018)

Layered Bilstm Crf ⭐ 60

Doing things with embeddings

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

Library for Korean morpheme and word vector representation

SImple SenTence EmbeddeR

Lstm Context Embeddings ⭐ 56

Augmenting word embeddings with their surrounding context using bidirectional RNN

Word2vec Pytorch ⭐ 55

Extremely simple and fast word2vec implementation with Negative Sampling + Sub-sampling

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!

Attention Based Aspect Extraction ⭐ 54

Code for unsupervised aspect extraction, using Keras and its Backends

Keras Pos Embd ⭐ 54

Position embedding layers in Keras

Pair2vec ⭐ 53

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

Average Word2vec ⭐ 52

🔤 Calculate average word embeddings (word2vec) from documents for transfer learning

Topical_word_embeddings ⭐ 52

Topical Word Embeddings

Morphologicalpriorsforwordembeddings ⭐ 51

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

Text_embedding ⭐ 48

utility class for building/evaluating document representations

🌈 Implementation of Neural Network based Named Entity Recognizer (Lample+, 2016) using Chainer.

Textblob Ar ⭐ 46

Arabic support for textblob

Restful Top2vec ⭐ 45

Expose a Top2Vec model with a REST API.

Ssl_text_classification ⭐ 45

Semi Supervised Learning for Text-Classification

Sifrank_zh ⭐ 43

基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）

Dialog Processing ⭐ 41

NLG and NLU for dialogue processing

Pytorch Crf ⭐ 41

🔥 A PyTorch implementation of a Bi-LSTM CRF with character-level features

Embeddingsviz ⭐ 40

Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

Training Temporal Word Embeddings with a Compass

Word2vec On Wikipedia ⭐ 39

A pipeline for training word embeddings using word2vec on wikipedia corpus.

Biowordvec ⭐ 38

Sequence_classification_with_human_attention ⭐ 38

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