fasttext-embeddings | Topic | Ecosyste.ms: Repos

Topic: "fasttext-embeddings"

jasoncao11/nlp-notebook

NLP 领域常见任务的实现，包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。

Language: Python - Size: 53 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 440 - Forks: 100

dccuchile/spanish-word-embeddings

Spanish word embeddings computed with different methods and from different corpora

Size: 41 KB - Last synced at: 5 months ago - Pushed at: over 5 years ago - Stars: 356 - Forks: 82

explosion/floret Fork of facebookresearch/fastText

🌸 fastText + Bloom embeddings for compact, full-coverage vectors with spaCy

Language: C++ - Size: 4.41 MB - Last synced at: 5 days ago - Pushed at: over 1 year ago - Stars: 309 - Forks: 12

avidale/compress-fasttext

Tools for shrinking fastText models (in gensim format)

Language: Jupyter Notebook - Size: 30.9 MB - Last synced at: 9 days ago - Pushed at: 12 months ago - Stars: 178 - Forks: 13

thinkingmachines/christmAIs 📦

Text to abstract art generation for the holidays!

Language: Python - Size: 7.23 MB - Last synced at: 12 months ago - Pushed at: almost 2 years ago - Stars: 90 - Forks: 24

ikergarcia1996/MetaVec

A monolingual and cross-lingual meta-embedding generation and evaluation framework

Language: Python - Size: 69.3 KB - Last synced at: 20 days ago - Pushed at: almost 3 years ago - Stars: 80 - Forks: 5

ashalogic/Persian-Sentiment-Analyzer

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

Language: Jupyter Notebook - Size: 10.3 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 39 - Forks: 11

hbahadirsahin/nlp-experiments-in-pytorch

PyTorch repository for text categorization and NER experiments in Turkish and English.

Language: Python - Size: 248 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 8

cambridgeltl/ContrastiveBLI

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

Language: Python - Size: 7.72 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 34 - Forks: 10

ashokc/Word-Embeddings-and-Document-Vectors

An evaluation of word-embeddings for classification

Language: Python - Size: 793 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 32 - Forks: 16

JoyeBright/DeepSentiPers

Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"

Language: Jupyter Notebook - Size: 21.9 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 10

tien02/ensemble-roberta-fasttext-vietnamese

Ensemble PhoBERT with FastText Embedding to improve performance on Vietnamese Sentiment Analysis tasks.

Language: Python - Size: 152 KB - Last synced at: 11 months ago - Pushed at: almost 2 years ago - Stars: 16 - Forks: 3

priyanshu2103/Sanskrit-Hindi-Machine-Translation

Machine Translation from Sanskrit to Hindi using Unsupervised and Supervised Learning

Language: Jupyter Notebook - Size: 9.69 MB - Last synced at: 9 months ago - Pushed at: over 4 years ago - Stars: 16 - Forks: 12

PlanTL-GOB-ES/lm-legal-es

Language Models for the legal domain in Spanish done @ BSC-TEMU within the "Plan de las Tecnologías del Lenguaje" (Plan-TL).

Size: 38.1 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 2

BlackKakapo/Romanian-Word-Embeddings

Romanian Word Embeddings. Here you can find pre-trained corpora of word embeddings. Current methods: CBOW, Skip-Gram, Fast-Text (from Gensim library). The .vec and .model files are available for download (all in one archive).

Size: 76.2 KB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 12 - Forks: 0

DolbyUUU/offensive-language-and-toxic-content-detection-with-visualization

Detection of Offensive Language and Toxic Content in Tweets Using Word Embeddings, the OLID and SOLID Datasets, and LIME Visualizations for Enhanced Interpretability.

Language: Python - Size: 3.16 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 11 - Forks: 0

cambridgeltl/BLICEr

Improving Bilingual Lexicon Induction with Cross-Encoder Reranking (Findings of EMNLP 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.

Language: Python - Size: 158 KB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 10 - Forks: 3

PlanTL-GOB-ES/Biomedical-Word-Embeddings-for-Spanish

Biomedical Word embeddings generated from Spanish Biomedical corpora.

Size: 438 KB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 10 - Forks: 5

BotCenter/spanishWordEmbeddings

Spanish Word Embeddings computed from large corpora and different sizes using fastText.

Size: 12.7 KB - Last synced at: 12 months ago - Pushed at: almost 6 years ago - Stars: 9 - Forks: 1

pranaychandekar/fasttext-embeddings-with-flair

This project contains the code to use custom fasttext embeddings with flair framework.

Language: Python - Size: 117 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 8 - Forks: 3

manashpratim/Tweet-Classification

Detect hate speech in tweets

Language: Jupyter Notebook - Size: 208 KB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 8 - Forks: 1

pythonandml/dlbook

Repository for the free online book Oddly Satisfying Deep Learning from Scratch (link below!)

Language: Jupyter Notebook - Size: 14.8 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 4

barbaraneves/gender-bias-in-virtual-assistants

Final Project of the Data Science postgraduate class at UFC. To be published!

Language: Jupyter Notebook - Size: 61.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 1

apdullahyayik/Tr-topicter

🔍 A simple topic detector.

Language: Python - Size: 10.8 MB - Last synced at: 19 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

reyeon1209/PressCheck

✔머신러닝 기반 온라인 기사 분석 서비스✔

Language: Python - Size: 7.03 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

mhmdsab/Spam-Classifier

spam classifier with a dataset of 5000 mail

Language: Jupyter Notebook - Size: 278 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 0

mmarouen/marabou

natural language processing and computer vision use cases for non technical user

Language: CSS - Size: 95.2 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

FrederickRoman/fasttextAPI

Unofficial minified fastetext API. Use it to run NLP DL models that require word embeddings on the client-side.

Language: TypeScript - Size: 1.16 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 2 - Forks: 0

sambitbhaumik/siamese-nn-sts

Project files contain PyTorch implementations for Siamese BiLSTM models for Semantic Text Similarity task on the SICK Dataset using FastText embeddings. Also contains Siamese BiLSTM-Transformer Encoder and SBERT fine-tuning implementations on the STS Data tasks.

Language: Jupyter Notebook - Size: 24.2 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 2 - Forks: 1

shamiul94/Amazon-Review-Classifier-FastText-LSTM

This is one of my fun projects. It's a review classifier based on Amazon's reviews dataset hosted on Kaggle. I used FastText and Deep Learning model LSTM to build it.

Language: Jupyter Notebook - Size: 524 KB - Last synced at: 12 months ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 3

kmock930/Natural-Language-Processing

This project contains codes and paperwork based on the course CSI5386 at University of Ottawa (delivered by Professor Dr. Diana Inkpen).

Language: Jupyter Notebook - Size: 33.3 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

alexeyev/kyrgyz-embedding-evaluation

A benchmark for embeddings evaluation for Kyrgyz language

Size: 5.86 KB - Last synced at: about 2 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

masud-technope/NLP2API-Tool

Tool version of NLP2API technique

Language: Java - Size: 16.2 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

george-gca/ai_papers_search_tool

Automatic paper clustering and search tool by fastext from Facebook Research

Language: Python - Size: 79.1 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

quamernasim/Hindi-Language-AI-Chatbot-for-Enterprises-using-Qdrant-LangChain-Ollama-Llama3-FastText-and-MLFlow

RAG powered AI chatbot for Indian Language (Hindi) using LangChain, Ollama, Qdrant, and MLFlow

Language: Jupyter Notebook - Size: 269 KB - Last synced at: 9 months ago - Pushed at: 12 months ago - Stars: 1 - Forks: 1

faezeh-gholamrezaie/Vectorization-Techniques-tutorial

Vectorization Techniques in Natural Language Processing Tutorial for Deep Learning Researchers

Language: Jupyter Notebook - Size: 1.83 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

MeysamAmirsardari/socio-sent-sighter

Persian Social Media Sentiment Analyzer

Language: Jupyter Notebook - Size: 12.7 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

rid17pawar/Semantic-Search-Model-Experiments

Experiments in the field of Semantic Search using BM-25 Algorithm, Mean of Word Vectors, along with state of the art Transformer based models namely USE and SBERT.

Language: Jupyter Notebook - Size: 298 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

akulez/NLP-Topic_Modeling

Topic Modeling on BBC News using Facebook's FastText embeddings and LDA probabilistic model.

Language: Jupyter Notebook - Size: 2.45 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

ProjectXMG999/ProjectXMG999-NLP-Text-generation-classification

Some mini projects and training code

Language: Jupyter Notebook - Size: 2.27 MB - Last synced at: almost 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

rhangelxs/russian_embeddings

API server for word embeddings for Russian language

Language: Python - Size: 26.4 KB - Last synced at: 5 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

m-molaei/Twitter-Sentiment-Analysis-using-Apache-Spark-

Sentiment analysis using deep learning models and FastText embedding on Apache Spark

Language: Jupyter Notebook - Size: 43 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

zebaKarishma/Toxic-Comment-Classification

The study of negative online behavior, like toxic comments i.e. comments that are rude and disrespectful or otherwise are likely to make someone leave a conversation.

Language: Python - Size: 38.1 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

skshashankkumar41/Dashwork-Backend

Flask-based REST API for Dashwork and ML pipelines for the training of NLP.

Language: Python - Size: 237 KB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0

Priyansh2/Pegasos

Modified SVM algorithm called Pegasos implemented with Python

Language: Python - Size: 4.63 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

athrvkk/Meta-Word-Embeddings

Implementation of Meta-Word-Embeddings, a combination of word2vec, GloVe, and fassttext word embeddings using various types of autoencoders.

Language: Python - Size: 1000 KB - Last synced at: 3 months ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

MrRaghav/dcu_practicum_2019-20

Natural Language Processing (classification and machine translation) codes and analysis done for the year long practicum in Dublin City University (2019-20)

Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

Arka7Z/Knowledge-Portal-Search-and-Recommendation

Language: Jupyter Notebook - Size: 3.12 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 0

sagarkar10/CORD-19-Browse

A app to intelligently search through COVID-19 Open Research Dataset (CORD-19) and find similar papers

Language: Python - Size: 1.9 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 1 - Forks: 2

CXIAAAAA/Quora-Question-Identification

Course project for machine learning(cmu 10701, phd)

Size: 234 KB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 1 - Forks: 0

Boxxxi/merchant-categorization

An AI-powered system to categorize merchants from transactional data using NLP and clustering techniques!

Language: Python - Size: 20.5 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

george-gca/ai_papers_analysis

Do some analysis based on main AI conferences

Language: Python - Size: 367 KB - Last synced at: about 2 months ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

im-dpaul/Language-Identification-FastText-Embeddings

A language identification model using pretrained FastText embeddings from HuggingFace, accurately detecting languages in text data for enhanced text classification and NLP applications.

Language: Jupyter Notebook - Size: 2.93 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 0 - Forks: 0

SophiaRazzaq/Natural-Language-Processing

Sentimental Analysis

Language: Jupyter Notebook - Size: 3.28 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

R40835/deep-learning-for-nlp

Classification of acronyms and their long forms using an RNN (LSTM), CNN, and FFNN model. The experiments focused on the RNN and used different vectorisation methods and hyperparameters. Models were built with Keras and the notebook code runs on Google Colab.

Language: Jupyter Notebook - Size: 966 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

amirR01/Modern-Information-Retrieval

Modern Information Retrieval Project

Language: Jupyter Notebook - Size: 1.43 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dimits-ts/text_analytics

Language Modelling (text generation, spell correction) and Sentiment Analysis / POS Tagging with MLP, RNN, CNN and BERT models and LLM prompting

Language: Jupyter Notebook - Size: 69.1 MB - Last synced at: 2 months ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 1

mariagabv/lasolana-embeddings

Word Embeddings for the town of La Solana (Ciudad Real)

Language: HTML - Size: 57.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

cja5553/attention-driven-imitation-in-consumer-reviews

Codes for manuscript titled "Attention-driven imitation in consumer reviews" by Charles Alba, Mikhail Spektor and Lukasz Walasek

Language: Jupyter Notebook - Size: 418 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

songye38/2024_embedding_study

한국어 임베딩 책을 바탕으로 임베딩 모델에 대한 공부

Size: 2.93 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

rhfdn/radsum

This repository presents and compares HeterSUMGraph and variants doing extractive summarization, named entity recognition or both. HeterSUMGraph and variants use GATv2Conv (from torch_geometric).

Language: Jupyter Notebook - Size: 4.27 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

AjNavneet/ClinicalTrials_SearchEngine_WordEmbeddings_SkipGram_FastText

Skip-gram and FastText models to perform word embeddings for building a search engine for clinical trials dataset with a Streamlit user interface.

Language: Jupyter Notebook - Size: 12.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

dahsie/spam_classification

Ce fut mon prémier projet NLP où j'ai réalisé la détection de spam en utilisant les algorithmes d'embedding pour encorder mes textes. J'ai utilisé Random Forest et Milti-Layres Perceptrons pour la phase de classification. Ce qui a pemit l'obtension des précisions respective de 97% et 98%. J'ai aussi appris à documenter mes codes via sphinx

Language: Python - Size: 1.91 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

SpydazWebAI-NLP/BasicWordEmbeddings2023

A Basic Word2Vector WordEmbeddings Model. With image2Vector and Audio2Vector Encoding and decoding. (Audio is not great but works NEeds improvement - but can be reconstructred)

Language: Visual Basic .NET - Size: 86.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

huyndao/sg1-topic-modeling

A fun Topic Modeling Project of the TV show Stargate SG1

Language: Jupyter Notebook - Size: 95.8 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

yzse/llm-multilingual-colexification

Studying multi-lingual representational similarities using Facebook's fastText and Language Model Models (LLMs) for cross-linguistic analysis.

Language: Jupyter Notebook - Size: 50.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

hasanerdemak/NLP-Music-Genre-Classification

Music Genre Classification with Turkish Lyrics

Language: Jupyter Notebook - Size: 59.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

miladfa7/Persian-Word-Embedding

Persian Word Embedding using FastText, BERT, GPT and GloVe | تعبیه کلمات فارسی با روش های مختلف

Size: 6.84 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

chizeni24/Medical-Search-Engine

The project focuses on developing medical word embeddings using Word2vec and FastText in Python to create a search engine and Streamlit UI. The use of embeddings helps overcome the challenges of extracting context from text data, making it easier to represent words as semantically meaningful dense vectors.

Language: Jupyter Notebook - Size: 32.9 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0