An implementation of cross-lingual language model pre-training (XLM).
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Updated
May 3, 2024 - Python
An implementation of cross-lingual language model pre-training (XLM).
Automating healthcare QA in a noisy multilingual low-resource setting
A monolingual and cross-lingual meta-embedding generation framework
Bilingual n-gram Phrase Table Induction with Dynamax-Jaccard
Improving cross-lingual word embeddings by meeting in the middle
Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative Normalization (ACL 2019)
Why Overfitting Isn't Always Bad: Retrofitting Cross-Lingual Word Embeddings to Dictionaries (ACL 2020)
Weakly-supervised bilingual lexicon induction
Cross-lingual Transfer for Speech Processing using Acoustic Language Similarity
A curated list of papers and experiments in the field of Natural Language Processing (NLP)
Code for paper "Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph", EMNLP 2021 - findings.
Cross Lingual Word Embeddings for Turkic Languages
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking (Findings of EMNLP 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.
Cross Lingual Language models for making search engines for Holy Quran and Sahih Hadiths
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.
Multilingual sentence alignment using sentence embeddings
A 2024 Reading List for Bilingual Lexicon Induction (BLI) / Word Translation. Frequently Updated.
Improving Word Translation via Two-Stage Contrastive Learning (ACL 2022). Keywords: Bilingual Lexicon Induction, Word Translation, Cross-Lingual Word Embeddings.
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