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Search results for python word embeddings

word-embeddings x

251 search results found

Biowordvec ⭐ 38

Boilerplate Dynet Rnn Lm ⭐ 36

Boilerplate code for quickly getting set up to run language modeling experiments

ACL22 paper: Imputing Out-of-Vocabulary Embeddings with LOVE Makes Language Models Robust with Little Cost

Code for EMNLP 2018 paper "Auto-Encoding Dictionary Definitions into Consistent Word Embeddings"

Dynamicword2vec ⭐ 34

Dynamic Word Embeddings for Evolving Semantic Discovery code.

Joint_align ⭐ 33

Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework

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

SIGIR 2017: Embedding-based query expansion for weighted sequential dependence retrieval model

Compass-aligned Distributional Embeddings. Align embeddings from different corpora

Contrastivebli ⭐ 30

Improving Word Translation via Two-Stage Contrastive Learning (ACL 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.

Paragram Word ⭐ 29

Python code for training Paragram word embeddings. These achieve human-level performance on some word similiarty tasks including SimLex-999.This code was used to obtain results in the appendix of our 2015 TACL paper "From Paraphrase Database to Compositional Paraphrase Model and Back".

Robot Mind Meld ⭐ 29

A little game powered by word vectors

Embedding Evaluation ⭐ 28

Evaluation tool for word embeddings

Wordnetembeddings ⭐ 28

Obtaining word embeddings from a WordNet ontology

Question Answering ⭐ 27

Simple experiments with word embeddings

Dutch Word Embeddings ⭐ 27

Dutch word embeddings, trained on a large collection of Dutch social media messages and news/blog/forum posts.

Syntactic Vib ⭐ 27

Implementation of the paper: Specializing pretrained word embeddings (for parsing) by IB

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

Skip Gram Model Pytorch ⭐ 27

PyTorch implementation of the Word2Vec (Skip-Gram Model) and visualizing the trained embeddings using TSNE

Contextuallstm ⭐ 26

Contextual LSTM for NLP tasks like word prediction and word embedding creation for Deep Learning

Word_embedding ⭐ 26

Sample code for training Word2Vec and FastText using wiki corpus and their pretrained word embedding.

Twitter Sentiment Analysis ⭐ 25

Sentiment Analysis on twitter using Keras / TensorFlow / GloVe

Exquisite Corpus ⭐ 25

Put together a multilingual corpus from a variety of sources. Used for wordfreq and word embeddings.

Embedding_evaluation ⭐ 25

Evaluate your word embeddings

Multilingual Nlm ⭐ 25

Code for "Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models" and "Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora"

Word Embeddings And Document Vectors ⭐ 25

An evaluation of word-embeddings for classification

Code for the paper "A Multi-lingual Multi-task Architecture for Low-resource Sequence Labeling" (ACL2018)

Geometry-aware Multilingual Embeddings

Word2vec_zh ⭐ 22

Chinese word2vec word embedding

Wordgenerator ⭐ 22

Code for my blog post on Generating Words from Embeddings

Tf Word2vec ⭐ 22

TensorFlow implementation of word2vec

Sentimentanalysis ⭐ 22

Sentiment Analysis: Deep Bi-LSTM+attention model

Chainer Notebooks ⭐ 21

Jupyter notebooks for Chainer hands-on

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

Hyperstar ⭐ 21

Hyperstar: Negative Sampling Improves Hypernymy Extraction Based on Projection Learning.

Rumoureval2019 ⭐ 21

Baseline for SemEval 2019 Task 7 RumourEval 2019

Classification_benchmarks_benglai_nlp ⭐ 20

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

Sklearn Fasttext ⭐ 20

A scikit learn based interface to facebook fasttext.

Meta Emb ⭐ 20

Hierarchical Multilingual Meta-Embeddings (EMNLP)

Website For Resume Matcher ⭐ 19

Resume Matcher Website

Datastories Semeval2017 Task6 ⭐ 19

Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".

Compositional_code_learning ⭐ 19

Reproduce the results of paper "Compressing Word Embeddings via Deep Compositional Code Learning" accepted ICLR 2018

Active Explainable Classification ⭐ 19

A set of tools for leveraging pre-trained embeddings, active learning and model explainability for effecient document classification

Arabic Word Embeddings Word2vec ⭐ 19

Arabic Word Embeddings Word2vec

Mltagger ⭐ 18

Multi-level tagger

Improving cross-lingual word embeddings by meeting in the middle

Word Recognition Embednet Cab ⭐ 17

Code implementation for our ICPR, 2020 paper titled "Improving Word Recognition using Multiple Hypotheses and Deep Embeddings"

Rivertext ⭐ 17

RiverText is a framework that standardizes the Incremental Word Embeddings proposed in the state-of-art. 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!

Color Names ⭐ 17

An improved version of the color name model described here: http://lewisandquark.tumblr.com/post/160776374467/

Taxonomy_refinement_embeddings ⭐ 16

Taxonomy refinement method to improve domain-specific taxonomy systems.

Pos Tagging Bilstm Crf ⭐ 16

A Tensorflow 2, Keras implementation of POS tagging using Bidirectional LSTM-CRF on Penn Treebank corpus (WSJ)

Few Shot Ood ⭐ 16

Polish Sentence Evaluation ⭐ 16

Evaluation of Sentence Representations in Polish

Neuralnets Semantics ⭐ 16

Word semantics Deep Learning with Vanilla Python, Keras, Theano, TensorFlow, PyTorch

Semi-supervised emotion lexicon expansion with label propagation and specialized word embeddings

Bengali Word Embedding ⭐ 15

Bengali Word Embedding

Character Enhanced Sememe Prediction ⭐ 15

Code accompanying Incorporating Chinese Characters of Words for Lexical Sememe Prediction (ACL2018) https://arxiv.org/abs/1806.06349

Danish Semantic analysis

Context2vec ⭐ 14

PyTorch implementation of context2vec from Melamud et al., CoNLL 2016

Glove Pytorch ⭐ 14

A simple PyTorch implementation for "Global Vectors for Word Representation".

Code and data related to "Efficient, Compositional, Order-Sensitive n-gram Embeddings" (EACL 2017)

Cvdd Pytorch ⭐ 14

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

Neurotpr ⭐ 13

NeuroTPR: a Neuro-net ToPonym Recognition model for extracting locations from social media messages

Python library for vector space models

Word Recognition And Retrieval ⭐ 13

Code implementation for our DAS, 2020 paper titled "Fused Text Recogniser and Deep Embeddings Improve Word Recognition and Retrieval"

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

Python Text Analysis ⭐ 13

D-Lab's 12 hour introduction to text analysis with Python. Learn how to perform bag-of-words, sentiment analysis, topic modeling, word embeddings, and more, using scikit-learn, NLTK, Gensim, and spaCy in Python.

Bert Adv Embed ⭐ 12

Adversarial perturbations on word embeddings of BERT

Turkishwordembeddings ⭐ 12

Word Embedding based Semantic Relation Detection for Turkish Language

AI-powered medical terms detection tool.

Short Text Classification ⭐ 12

A command line tool for training deep network models for short text classification

Code for NAACL 2019 paper: Adversarial Category Alignment Network for Cross-domain Sentiment Classification

Grammatical Error Detection ⭐ 12

Drug_word_embeddings ⭐ 12

development and intrinsic evaluation of drug related word embeddings using PubMed abstracts and DrugBank

Hypernym Identification ⭐ 12

Implementation of "Learning Term Embeddings for Hypernymy Identification" [Yu et al, 2015]

Intro_to_dl_tutorial ⭐ 11

Material for introduction to Deep Learning Tutorials, Summer '20, '21

Neuraldenoising ⭐ 11

Neural-based Noise Filtering from Word Embeddings

Neural Network Pos Tagger ⭐ 11

Train and evaluate neural network language models for POS tagging, tag input sentences according to a trained model.

Sentence Classification ⭐ 11

Implementation of sentence classification using CNN, CNN-RNN, fasttext, etc.

Ran Debias ⭐ 11

Code for the TACL paper "Nurse is Closer to Woman than Surgeon? Mitigating Gender-Biased Proximities in Word Embeddings"

Bilingual Word Embeddings With Bucketed Cnn For Parallel Sentence Extraction ⭐ 11

Code for our paper in ACL 2017

Domainadaptedwordembeddings ⭐ 11

Disambiguating biomedical and clinical concepts with word embeddings

Improved Word Embeddings ⭐ 10

Improving Word Embeddings by combining word embeddings with their POS (Part Of Speech) tag.

Repository containing data and code of the ACL-19 paper "Relational Word Embeddings"

Terror_analysis ⭐ 10

暴恐事件自动检测

Openai Async ⭐ 10

A light-weight, asynchronous client for OpenAI API - text completion, image generation and embeddings.

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

Compositional_demographic_embeddings ⭐ 10

Repository for Compositional Demographic Word Embeddings, Welch et al. 2020 @ EMNLP and Exploring the Value of Personalized Word Embeddings, Welch et al. 2020 @ COLING

Embeddingbased ⭐ 10

Embedding-based evaluation metrics for dialogue generation.

Sif_reproduce ⭐ 10

This repo contains the code and results for reproducing the results in the paper: A SIMPLE BUT TOUGH-TO-BEAT BASELINE FOR SENTENCE EMBEDDINGS

Sppmi Svd ⭐ 10

Implementation of "Neural Word Embedding as Implicit Matrix Factorization"

Smilesvecproteinrepresentation ⭐ 10

Word_embedding_refine ⭐ 10

Dimensional Ser ⭐ 9

Repository for my paper: Dimensional Speech Emotion Recognition Using Acoustic Features and Word Embeddings using Multitask Learning

Learning Ontologies Via Embeddings

Neural_temporality_adaptation ⭐ 9

Source codes for our paper "Neural Temporality Adaptation for Document Classification: Diachronic Word Embeddings and Domain Adaptation Models" at ACL 2019.

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