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VinAI Research
- Vietnam
- http:https://datquocnguyen.github.io
- @d_q_nguyen
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RecGPT: Generative Pre-training for Text-based Recommendation (ACL 2024)
PhoWhisper: Automatic Speech Recognition for Vietnamese (2024)
PhoGPT: Generative Pre-training for Vietnamese (2023)
A High-Quality and Large-Scale Dataset for English-Vietnamese Speech Translation (INTERSPEECH 2022)
Disfluency Detection for Vietnamese (WNUT 2022)
From Disfluency Detection to Intent Detection and Slot Filling (INTERSPEECH 2022)
A Vietnamese-English Neural Machine Translation System (INTERSPEECH 2022)
XPhoneBERT: A Pre-trained Multilingual Model for Phoneme Representations for Text-to-Speech (INTERSPEECH 2023)
Joint Multilingual Knowledge Graph Completion and Alignment (Findings of EMNLP 2022) (Pytorch)
Must-read papers on prompt-based tuning for pre-trained language models.
Toolkit for creating, sharing and using natural language prompts.
Graph Neural Networks for Knowledge Graph Link Prediction (WSDM 2022) (Pytorch)
WNUT-2020 Task 2: Identification of informative COVID-19 English Tweets
ViText2SQL: A dataset for Vietnamese Text-to-SQL semantic parsing (EMNLP-2020 Findings)
BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese (INTERSPEECH 2022)
BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)
COVID-19 Named Entity Recognition for Vietnamese (NAACL 2021)
PhoNLP: A BERT-based multi-task learning model for part-of-speech tagging, named entity recognition and dependency parsing (NAACL 2021)
PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation (EMNLP 2021)
A Label Attention Model for ICD Coding from Clinical Text
A Capsule Network-based Model for Learning Node Embeddings (CIKM 2020)
BERTweet: A pre-trained language model for English Tweets (EMNLP-2020)
PhoBERT: Pre-trained language models for Vietnamese (EMNLP-2020 Findings)
A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)
A rating-based sentiment dataset of IMDB movie reviews (WASSA 2014)
The WikiHow-based and DeScript-based datasets for the event prediction task (IJCNLP 2017)
A Simple and Accurate Neural Network Model for Irony Detection in Twitter
A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018) (Pytorch and Tensorflow)