66 citations · 157 across the 15 of their papers we have counts for
32 papers
Joint Multilingual Knowledge Graph Completion and Alignment
Vinh Tong, Dat Quoc Nguyen, Trung Thanh Huynh +3
Knowledge graph (KG) alignment and completion are usually treated as two independent tasks. While recent work has leveraged entity and relation alignments from multiple KGs, such a…
From Disfluency Detection to Intent Detection and Slot Filling
Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen
We present the first empirical study investigating the influence of disfluency detection on downstream tasks of intent detection and slot filling. We perform this study for Vietnam…
PhoMT: A High-Quality and Large-Scale Benchmark Dataset for Vietnamese-English Machine Translation
Long Doan, Linh The Nguyen, Nguyen Luong Tran +2
We introduce a high-quality and large-scale Vietnamese-English parallel dataset of 3.02M sentence pairs, which is 2.9M pairs larger than the benchmark Vietnamese-English machine tr…
COVID-19 Named Entity Recognition for Vietnamese
Thinh Hung Truong, Mai Hoang Dao, Dat Quoc Nguyen
The current COVID-19 pandemic has lead to the creation of many corpora that facilitate NLP research and downstream applications to help fight the pandemic. However, most of these c…
Intent Detection and Slot Filling for Vietnamese
Mai Hoang Dao, Thinh Hung Truong, Dat Quoc Nguyen
Intent detection and slot filling are important tasks in spoken and natural language understanding. However, Vietnamese is a low-resource language in these research topics. In this…
PhoNLP: A joint multi-task learning model for Vietnamese part-of-speech tagging, named entity recognition and dependency parsing
Linh The Nguyen, Dat Quoc Nguyen
We present the first multi-task learning model -- named PhoNLP -- for joint Vietnamese part-of-speech (POS) tagging, named entity recognition (NER) and dependency parsing. Experime…