word-analogy

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Here are 15 public repositories matching this topic...

jfilter / hyperhyper

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🧮 Python package to construct word embeddings for small data using PMI and SVD

python nlp word-embeddings pmi embeddings python-package word-similarity ppmi word-analogy pmi-svd

Updated Oct 25, 2020
Python

Pzoom522 / xANLG

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Data and code for "Understanding Linearity of Cross-Lingual Word Embedding Mappings" (TMLR 2022)

natural-language-processing cross-lingual word-embedding word-analogy

Updated Jun 8, 2022
Python

susantabiswas / Word-Analogy

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Finding word analogies using GLoVe word embeddings

glove-embeddings word-analogy

Updated Mar 5, 2018
Jupyter Notebook

ant-louis / netbert

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📶 NetBERT: a domain-specific BERT model for computer networking.

nlp information-retrieval text-classification transformers bert word-similarity computer-network domain-specific word-analogy

Updated May 7, 2023
Jupyter Notebook

manankshastri / WordVectorRepresentation

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Operations on word vectors - measure similarity using cosine similarity, solve word analogy problems, reduce gender bias in word embedding.

python3 cosine-similarity glove-vectors gender-bias word-analogy

Updated Feb 11, 2019
Jupyter Notebook

sauravjoshi23 / GloVe-Embeddings-NLP-JS

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visualization nodejs mocha algebra chai glove glove-vectors glove-embeddings winkjs word-analogy winknlp glove-javascript nlp-javascript

Updated Dec 19, 2021
JavaScript

sabn0 / GloVe-Rs

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An implementation of the GloVe model using 100% rust

rust word-embeddings glove cooccurrence word-similarity word-analogy

Updated Jun 4, 2023
Rust

Amir-SaberHabibi / word-embedding-explorer

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An interactive Streamlit web app for exploring and visualizing word embeddings using pre-trained models like GloVe, Word2Vec, and FastText.

nlp machine-learning text-analysis vector-space word-similarity word-embedding word-analogy

Updated Sep 14, 2024
Python

im-dpaul / NLP-Similar-Word-Prediction-Pretrained-Embeddings

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This project investigates similar word prediction using pre-trained word embeddings from the Gensim library.

nlp data-science natural-language-processing word2vec glove word-prediction word-embedding word-analogy

Updated Jun 27, 2024
Jupyter Notebook

davide97l / Word2vec

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Word2Vec Tensorflow implementation with word sense disambiguation.

word2vec word-sense-disambiguation bag-of-words skipgram word-similarity hierarchical-softmax word-analogy negative-sampling word2vec-tensorflow

Updated Mar 29, 2020
Python

pkpraveen895 / word-vector-training

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Evaluated the word vectors learned from both nce and cross entropy loss functions using word analogy tests

nlp loss-functions nce word-vectors skip-grams cross-entropy-loss word-analogy

Updated Nov 9, 2018
Python

start-again-06 / Operations_on_word_vectos

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Bias Reduction in Word Embeddings – A practical NLP project demonstrating how gender bias arises in word embeddings and how it can be measured and mitigated using vector space operations. Implements debiasing techniques on pre-trained GloVe embeddings.

python nlp machine-learning word2vec word-embeddings semantic-similarity cosine-similarity glove vector-arithmetic word-analogy