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glove-embeddings

Here are 380 public repositories matching this topic...

hiDaDeng / cntext

cntext 是一个专为社会科学实证研究设计的中文文本分析 Python 库。它不仅提供传统的词频统计和情感分析，还支持词嵌入训练、语义投影计算等高级功能，帮助研究者从大规模非结构化文本中测量抽象构念——如态度、认知、文化观念与心理状态。

nlp pdf text-mining csv sentiment-analysis word2vec text-analysis docx chinese discourse-analysis attitude content-analysis semantic-analysis social-science glove-embeddings word2vec-embeddinngs llm psychological-state

Updated Sep 18, 2025
Python

kamalkraj / Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs

tensorflow word-embeddings keras cnn named-entity-recognition python36 character-embeddings glove-embeddings conll-2003 bilstm

Updated Apr 21, 2020
Python

dccuchile / spanish-word-embeddings

Spanish word embeddings computed with different methods and from different corpora

nlp word-embeddings spanish glove-embeddings fasttext-embeddings word2vec-embeddinngs

Updated Oct 9, 2019

PrashantRanjan09 / WordEmbeddings-Elmo-Fasttext-Word2Vec

Using pre trained word embeddings (Fasttext, Word2Vec)

nlp word2vec classification gensim glove fair fasttext ai2 wordembedding wordembeddings glove-embeddings gensim-word2vec elmo-8 allennlp fasttext-python

Updated Jun 19, 2018
Python

yafangy / Review_aspect_extraction

CNN-based model to realize aspect extraction of restaurant reviews based on pre-trained word embeddings and part-of-speech tagging

yelp-reviews stanford-pos-tagger nlp-machine-learning nlp-keywords-extraction glove-embeddings pytorch-cnn aspect-based-sentiment-analysis yelp-restaurants pytorch-nlp aspect-extraction

Updated Jul 12, 2019
Python

guillaume-chevalier / GloVe-as-a-TensorFlow-Embedding-Layer

Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.

neural-network tensorflow gpu word2vec word-embeddings gpu-acceleration gpu-tensorflow cosine-similarity glove glove-embeddings tensorflow-layers

Updated Oct 13, 2018
Jupyter Notebook

howardyclo / pytorch-seq2seq-example

Fully batched seq2seq example based on practical-pytorch, and more extra features.

nlp jupyter-notebook pytorch checkpoint seq2seq tensorboard nlp-machine-learning pytorch-tutorial glove-embeddings pytorch-nlp-tutorial shared-embedding attention-seq2seq tensorboard-visualization tie-embedding pretrained-embedding fixed-embedding

Updated Mar 11, 2018
Jupyter Notebook

brannondorsey / GloVe-experiments

GloVe word vector embedding experiments (similar to Word2Vec)

nlp machine-learning word2vec embeddings glove k-means word-game glove-vectors glove-embeddings k-nearest-neighbors

Updated Jul 6, 2023
Python

ezgisubasi / turkish-tweets-sentiment-analysis

This sentiment analysis project determines whether the tweets posted in the Turkish language on Twitter are positive or negative.

nlp deep-learning tweets sentiment-analysis keras n-grams data-visualization glove twitter-sentiment-analysis turkish-language zemberek-nlp glove-embeddings zemberek text-preprocessing turkish-nlp

Updated Oct 10, 2023
Jupyter Notebook

SatyamSoni23 / Smart-Question-Answering-System-on-Document

It's Smart-Question Answering System on short as well as long documents. It can automatically find answers to matching questions directly from documents. The deep learning language model converts the questions and documents to semantic vectors to find the matching answer.

nlp word2vec word-embeddings bert glove-embeddings bert-embedding cdqa fine-tuning-bert

Updated Feb 3, 2024
Jupyter Notebook

ahmedbesbes / overview-and-benchmark-of-traditional-and-deep-learning-models-in-text-classification

NLP tutorial

blog nlp tutorial tweets sentiment-analysis text-classification sklearn word-embeddings keras recurrent-neural-networks bag-of-words deeplearning convolutional-neural-networks tfidf glove-embeddings character-ngrams word-ngrams

Updated Jun 13, 2018
Jupyter Notebook

ngoquanghuy99 / POS-Tagging-BiLSTM-CRF

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

word-embeddings keras penn-treebank conditional-random-fields sequence-labeling bidirectional-lstm glove-embeddings tensorflow2 part-of-speech-tagging

Updated Oct 17, 2021
Python

vishwassathish / Sentiment-Analysis-for-product-reviews

Sentiment Analysis using LSTM cells on Recurrent Networks. GloVe word embeddings were used for vector representation of words. Amazon Product Reviews were used as Dataset.

nlp deep-learning sentiment-analysis embeddings glove product-reviews glove-embeddings amazon-product-review glove-dataset

Updated Jan 14, 2018
Python

Product-Category-Prediction

prakhargurawa / Product-Category-Prediction

Machine learning pipeline to predict relevant categories based on a product name and product description, using NLP and Deep learning concepts.

nlp data-science machine-learning deep-learning data-visualization lstm e-commerce convolutional-neural-networks data-preprocessing multi-label-classification bestbuy glove-embeddings embeddings-word2vec e-commerce-project

Updated Sep 10, 2021
Jupyter Notebook

chen0040 / keras-fake-news-generator-and-detector

Fake news generator and detector using keras

keras lstm-neural-networks glove-embeddings fake-news-classification

Updated Feb 14, 2018
Python

rshinde03 / AI-Self-learning-Chatbot

A neural network-based AI chatbot has been designed that uses LSTM as its training model for both encoding and decoding. The chatbot works like an open domain chatbot that can answer day-to-day questions involved in human conversations. Words embeddings are the most important part of designing a neural network-based chatbot. Glove Word Embedding…

nlp natural-language-processing ai chatbot lstm self-learning nlp-machine-learning skipgram lstm-neural-networks glove-embeddings

Updated May 27, 2021
Jupyter Notebook

FUTURE

rtrevinnoc / FUTURE

A private, free, open-source search engine built on a P2P network

Updated Oct 26, 2023
Python

jimmyg1997 / NTUA-slp-nlp

💻Speech and Natural Language Processing (SLP & NLP) Lab Assignments for ECE NTUA

automata deep-learning sentiment-analysis word2vec word-embeddings attention transfer-learning attention-mechanism nlp-machine-learning lstm-neural-networks sentiment-classification openfst glove-embeddings rnn-pytorch kaldi-asr

Updated Jul 25, 2024
Jupyter Notebook

akash18tripathi / MAGNET-Multi-Label-Text-Classi-cation-using-Attention-based-Graph-Neural-Network

This GitHub repository provides an implementation of the paper "MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network" . MAGNET is a state-of-the-art approach for multi-label text classification, leveraging the power of graph neural networks (GNNs) and attention mechanisms.

text-classification cnn embeddings attention-mechanism bert hierarchical-models adjacency-matrix multilabel-classification glove-embeddings classifier-chains bilstm toxic-comment-classification graph-neural-networks bert-embeddings binary-relevance reuters-dataset onevsrestclassifier text-preprocessing-techniques

Updated Nov 2, 2023
Jupyter Notebook

vondersam / sdgs_text_classifier

Multi-Label Text Classification with Transfer Learning

svm word2vec naive-bayes-classifier logistic-regression knn bert multilabel-classification glove-embeddings elmo ulmfit

Updated Apr 5, 2020
Jupyter Notebook

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