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fasttext-embeddings

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jasoncao11 / nlp-notebook

Star 524

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。

nlp natural-language-processing text-classification pytorch seq2seq glove skip-gram bert textcnn electra bilstm-crf-model textrcnn fasttext-embeddings bilstm-attention bert-chinese gpt2 bert-ner transformer-pytorch textrcnn-bert distill-bert
  • Updated May 20, 2023
  • Python

cambridgeltl / ContrastiveBLI

Star 34

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 Jan 23, 2025
  • Python

JoyeBright / DeepSentiPers

Star 31

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

cambridgeltl / BLICEr

Star 13

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

MastersProject / fast-detection-of-duplicate-bug-report

Star 10

Machine learning- based solution to the problem of duplicity in the bug reports repository.

clustering eclipse detection feature-extraction pca classification topic-modeling bag-of-words cosine-similarity data-preprocessing lda word2vec-model bug-tracking-system multimodality glove-embeddings euclidean-distances top-n-recommendations fasttext-embeddings duplicate-reports duplicate-bug-report
  • Updated Dec 12, 2024
  • Jupyter Notebook

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