296 citations
- Hanoi University of Science and TechnologyVN6 papers
- Hong Kong University of Science and TechnologyHK3 papers
- Monash UniversityAU3 papers
- National University of SingaporeSG3 papers
- University of AizuJP3 papers
- University of Illinois Urbana-ChampaignUS3 papers
- University of LuxembourgLU3 papers
- Vietnam National University Ho Chi Minh CityVN3 papers
- Agency for Science, Technology and ResearchSG2 papers
- Can Tho UniversityVN2 papers
- Deakin UniversityAU2 papers
- Fulbright University VietnamVN2 papers
6 papers · 1 filter
PromptMTopic: Unsupervised Multimodal Topic Modeling of Memes using Large Language Models
Nirmalendu Prakash, Han Wang, Nguyen Khoi Hoang +2
The proliferation of social media has given rise to a new form of communication: memes. Memes are multimodal and often contain a combination of text and visual elements that convey…
A Survey on Out-of-Distribution Evaluation of Neural NLP Models
Xinzhe Li, Ming Liu, Shang Gao +1
Adversarial robustness, domain generalization and dataset biases are three active lines of research contributing to out-of-distribution (OOD) evaluation on neural NLP models. Howev…
ViMQ: A Vietnamese Medical Question Dataset for Healthcare Dialogue System Development
Ta Duc Huy, Nguyen Anh Tu, Tran Hoang Vu +4
Existing medical text datasets usually take the form of question and answer pairs that support the task of natural language generation, but lacking the composite annotations of the…
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…
A Label Attention Model for ICD Coding from Clinical Text
Thanh Vu, Dat Quoc Nguyen, Anthony Nguyen
ICD coding is a process of assigning the International Classification of Disease diagnosis codes to clinical/medical notes documented by health professionals (e.g. clinicians). Thi…