ShallowlearnAn 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.
Stars: ✭ 196 (+1052.94%)
Mutual labels: word-embeddings
HiCECode for ACL'19 "Few-Shot Representation Learning for Out-Of-Vocabulary Words"
Stars: ✭ 56 (+229.41%)
Mutual labels: word-embeddings
wefeWEFE: 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!
Stars: ✭ 164 (+864.71%)
Mutual labels: word-embeddings
Question GenerationGenerating multiple choice questions from text using Machine Learning.
Stars: ✭ 227 (+1235.29%)
Mutual labels: word-embeddings
Pytorch Sentiment AnalysisTutorials on getting started with PyTorch and TorchText for sentiment analysis.
Stars: ✭ 3,209 (+18776.47%)
Mutual labels: word-embeddings
lemmy🤘Lemmy is a lemmatizer for Danish 🇩🇰 and Swedish 🇸🇪
Stars: ✭ 68 (+300%)
Mutual labels: danish
GermanwordembeddingsToolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets
Stars: ✭ 189 (+1011.76%)
Mutual labels: word-embeddings
S-WMDCode for Supervised Word Mover's Distance (SWMD)
Stars: ✭ 90 (+429.41%)
Mutual labels: word-embeddings
Simple-Sentence-SimilarityExploring the simple sentence similarity measurements using word embeddings
Stars: ✭ 99 (+482.35%)
Mutual labels: word-embeddings
sisterSImple SenTence EmbeddeR
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Mutual labels: word-embeddings
WordgcnACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
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Mutual labels: word-embeddings
Spanish Word EmbeddingsSpanish word embeddings computed with different methods and from different corpora
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Mutual labels: word-embeddings
two-stream-cnnA two-stream convolutional neural network for learning abitrary similarity functions over two sets of training data
Stars: ✭ 24 (+41.18%)
Mutual labels: word-embeddings
Chameleon recsysSource code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems
Stars: ✭ 202 (+1088.24%)
Mutual labels: word-embeddings
fuzzymaxCode for the paper: Don't Settle for Average, Go for the Max: Fuzzy Sets and Max-Pooled Word Vectors, ICLR 2019.
Stars: ✭ 43 (+152.94%)
Mutual labels: word-embeddings
JfasttextJava interface for fastText
Stars: ✭ 193 (+1035.29%)
Mutual labels: word-embeddings
word2vec-on-wikipediaA pipeline for training word embeddings using word2vec on wikipedia corpus.
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Mutual labels: word-embeddings
PersianNERNamed-Entity Recognition in Persian Language
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Mutual labels: word-embeddings
Word2VecfJavaWord2VecfJava: Java implementation of Dependency-Based Word Embeddings and extensions
Stars: ✭ 14 (-17.65%)
Mutual labels: word-embeddings
