Search Results for author: Mai Hoang Dao

Found 6 papers, 5 papers with code

From Disfluency Detection to Intent Detection and Slot Filling

1 code implementation17 Sep 2022 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.

Intent Detection slot-filling +2

COVID-19 Named Entity Recognition for Vietnamese

1 code implementation NAACL 2021 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.

named-entity-recognition Named Entity Recognition +4

A Pilot Study of Text-to-SQL Semantic Parsing for Vietnamese

1 code implementation Findings of the Association for Computational Linguistics 2020 Anh Tuan Nguyen, Mai Hoang Dao, Dat Quoc Nguyen

We compare the two baselines with key configurations and find that: automatic Vietnamese word segmentation improves the parsing results of both baselines; the normalized pointwise mutual information (NPMI) score (Bouma, 2009) is useful for schema linking; latent syntactic features extracted from a neural dependency parser for Vietnamese also improve the results; and the monolingual language model PhoBERT for Vietnamese (Nguyen and Nguyen, 2020) helps produce higher performances than the recent best multilingual language model XLM-R (Conneau et al., 2020).

Semantic Parsing Text-To-SQL +2

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