Search Results for author: Dai Hoang Tran

Found 3 papers, 0 papers with code

BERT-CoQAC: BERT-based Conversational Question Answering in Context

no code implementations23 Apr 2021 Munazza Zaib, Dai Hoang Tran, Subhash Sagar, Adnan Mahmood, Wei E. Zhang, Quan Z. Sheng

On one hand, we introduce a framework based on a publically available pre-trained language model called BERT for incorporating history turns into the system.

Conversational Question Answering Language Modelling +2

Deep Conversational Recommender Systems: A New Frontier for Goal-Oriented Dialogue Systems

no code implementations28 Apr 2020 Dai Hoang Tran, Quan Z. Sheng, Wei Emma Zhang, Salma Abdalla Hamad, Munazza Zaib, Nguyen H. Tran, Lina Yao, Nguyen Lu Dang Khoa

In recent years, the emerging topics of recommender systems that take advantage of natural language processing techniques have attracted much attention, and one of their applications is the Conversational Recommender System (CRS).

Collaborative Filtering Goal-Oriented Dialogue Systems +1

Deep Autoencoder for Recommender Systems: Parameter Influence Analysis

no code implementations25 Dec 2018 Dai Hoang Tran, Zawar Hussain, Wei Emma Zhang, Nguyen Lu Dang Khoa, Nguyen H. Tran, Quan Z. Sheng

Specifically, we find that DAE parameters strongly affect the prediction accuracy of the recommender systems, and the effect is transferable to similar datasets in a larger size.

Recommendation Systems

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