fasttext-embeddings

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

information-retrieval machine-translation word-embeddings pytorch self-learning word-alignment bilingual-word-embedding bilingual-lexicon-extraction fasttext-embeddings cross-lingual-embeddings mbert contrastive-learning low-resource-machine-translation bilingual-lexicon-induction cross-lingual-word-embedding word-translation cross-lingual-word-embeddings bilingual-dictionary-induction

Updated Aug 12, 2024
Python

ashokc / Word-Embeddings-and-Document-Vectors

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An evaluation of word-embeddings for classification

elasticsearch word2vec naive-bayes-classifier neural-networks scikitlearn-machine-learning fasttext-embeddings

Updated Feb 19, 2019
Python

JoyeBright / DeepSentiPers

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

deep-neural-networks sentiment-analysis neural-network keras corpus cnn dataset lstm classification opinion-mining score data-augmentation polarity wordembeddings architectures fasttext-embeddings persian-sentiment persian-sentiment-analysis

Updated Jan 3, 2023
Jupyter Notebook

PlanTL-GOB-ES / lm-legal-es

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

language-model legal-texts spanish-language roberta fasttext-embeddings

Updated Nov 17, 2022

priyanshu2103 / Sanskrit-Hindi-Machine-Translation

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Machine Translation from Sanskrit to Hindi using Unsupervised and Supervised Learning

machine-translation hindi sanskrit parallel-corpus monolingual-corpora sanskrit-english fasttext-embeddings

Updated Jan 16, 2021
Jupyter Notebook

tien02 / ensemble-roberta-fasttext-vietnamese

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

nlp sentiment-analysis text-classification pytorch lstm fasttext bert svm-classifier sentiment-classification mlp-classifier gensim-word2vec fine-tuning fasttext-embeddings pytorch-lightning bert-fine-tuning phobert

Updated Jun 29, 2023
Python

cambridgeltl / BLICEr

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

information-retrieval machine-translation word-embeddings pytorch self-learning word-alignment reranking bilingual-word-embedding bilingual-lexicon-extraction fasttext-embeddings cross-lingual-embeddings xlm-roberta xlm-r low-resource-machine-translation bilingual-lexicon-induction cross-encoder cross-lingual-word-embedding word-translation cross-lingual-word-embeddings bilingual-dictionary-induction

Updated Feb 2, 2023
Python

BlackKakapo / Romanian-Word-Embeddings

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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).