Multilingual sentence alignment using sentence embeddings
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Nov 4, 2024 - Python
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cross-lingual-embeddings
Here are 21 public repositories matching this topic...
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
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Aug 12, 2024 - Python
A 2024 Reading List for Bilingual Lexicon Induction (BLI) / Word Translation. Frequently Updated.
information-retrieval word-alignment bilingual-word-embedding bilingual-lexicon-extraction cross-lingual-embeddings word-retrieval low-resource-machine-translation bilingual-lexicon-induction cross-lingual-word-embedding word-translation cross-lingual-word-embeddings large-language-models bilingual-dictionary-induction llms
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Sep 29, 2024 - Python
Improving cross-lingual word embeddings by meeting in the middle
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Aug 25, 2020 - Python
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
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Feb 2, 2023 - Python
Code for paper "Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph", EMNLP 2021 - findings.
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Dec 14, 2021 - Python
Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization (ACL 2019)
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Jul 28, 2021 - Python
Cross Lingual Language models for making search engines for Holy Quran and Sahih Hadiths
data-science deep-learning data-driven ai-for-good cross-lingual-embeddings cross-lingual-transfer multilingual-nlp
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Apr 10, 2023 - Jupyter Notebook
Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries (ACL 2020)
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Jul 28, 2021 - Python
A curated list of papers and experiments in the field of Natural Language Processing (NLP)
nlp text-classification natural-language word-embeddings multi-lingual text-generation transfer-learning bert cross-lingual sentence-embeddings cross-lingual-embeddings multi-modal-learning bert-embedding language-representations contextual-representations
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Dec 1, 2021
A monolingual and cross-lingual meta-embedding generation framework
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Feb 26, 2020 - Python
Cross Lingual Word Embeddings for Turkic Languages
natural-language-processing word-embeddings computational-linguistics cross-lingual-embeddings turkic-languages
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May 11, 2022
An implementation of cross-lingual language model pre-training (XLM).
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Jul 25, 2024 - Python
A cross lingual toxicity detection model that works for over 100 languages. Powered the mighty XLM-R model, the model performance is state of the art.
python nlp natural-language-processing python3 pytorch vector-space-model transfer-learning natural-language-understanding tensorrt zero-shot-learning onnx xlm cross-lingual-embeddings onnxruntime streamlit xlm-roberta huggingface-transformers tensorrt-inference
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May 10, 2023 - Jupyter Notebook
ISCC - Semantic Code Text
semantic-similarity cross-lingual semantic-textual-similarity cross-lingual-simialrity cross-lingual-embeddings generated-text-detection
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Oct 11, 2024 - Python
Bilingual n-gram Phrase Table Induction with Dynamax-Jaccard
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Aug 11, 2020 - Python
Automating healthcare QA in a noisy multilingual low-resource setting
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Feb 23, 2020 - Jupyter Notebook
Cross-lingual Transfer for Speech Processing using Acoustic Language Similarity
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Sep 18, 2024 - Python
Weakly-supervised bilingual lexicon induction
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Sep 2, 2021 - Python
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May 7, 2023 - Jupyter Notebook
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