Search Results for author: Tuan-Dung Cao

Found 3 papers, 1 papers with code

An Uncertainty-Aware Encoder for Aspect Detection

1 code implementation Findings (EMNLP) 2021 Thi-Nhung Nguyen, Kiem-Hieu Nguyen, Young-In Song, Tuan-Dung Cao

The goal is approximating similarity between segments and aspects in the embedding space and their ground-truth similarity generated from seed words.

Opinion Mining Topic Models

A Self-enhancement Multitask Framework for Unsupervised Aspect Category Detection

no code implementations16 Nov 2023 Thi-Nhung Nguyen, Hoang Ngo, Kiem-Hieu Nguyen, Tuan-Dung Cao

Our main concepts are to add a number of seed words to the initial set and to treat the task of noise resolution as a task of augmenting data for a low-resource task.

Aspect Category Detection Representation Learning +1

A practical method for occupational skills detection in Vietnamese job listings

no code implementations26 Oct 2022 Viet-Trung Tran, Hai-Nam Cao, Tuan-Dung Cao

To build a data monitoring and analytic platform for the labor market, one of the main challenges is to be able to automatically detect occupational skills from labor-related data, such as resumes and job listings.

named-entity-recognition Named Entity Recognition +3

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