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datquocnguyen/README.md

Dat Quoc Nguyen is a Principal Researcher at Qualcomm AI Research, Vietnam. Previously, he was a Senior Research Scientist and Head of the Natural Language Processing department at VinAI Research, Vietnam. Before that, he was an Honorary Fellow and a Research Fellow in the School of Computing and Information Systems at the University of Melbourne, Australia. Prior to that, he received his Ph.D. in Computer Science from Macquarie University, Australia.

Dat Quoc Nguyen is the author of 70 peer-reviewed publications covering core NLP problems, ML methods for NLP and their applications for low-resource languages and specific domains, with over 6000 citations and an h-index of 35 (Google Scholar). He released many ML/NLP toolkits and datasets, which are widely used in both academia and industry. He also created large language models and other foundation models, including PhoGPT, RecGPT, PhoBERT, BARTpho, XPhoneBERT and BERTweet, with millions of downloads.

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  1. vncorenlp/VnCoreNLP vncorenlp/VnCoreNLP Public

    A Vietnamese natural language processing toolkit (NAACL 2018)

    Java 610 149

  2. VinAIResearch/PhoBERT VinAIResearch/PhoBERT Public

    PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)

    705 101

  3. VinAIResearch/BERTweet VinAIResearch/BERTweet Public

    BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)

    Python 589 52

  4. VinAIResearch/PhoNLP VinAIResearch/PhoNLP Public

    PhoNLP: A BERT-based multi-task learning model for part-of-speech tagging, named entity recognition and dependency parsing (NAACL 2021)

    Python 141 19

  5. VinAIResearch/XPhoneBERT VinAIResearch/XPhoneBERT Public

    XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech (INTERSPEECH 2023)

    Python 319 39

  6. VinAIResearch/PhoGPT VinAIResearch/PhoGPT Public

    PhoGPT: Generative Pre-training for Vietnamese (2023)

    Python 781 69