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An Additive Instance-Wise Approach to Multi-class Model Interpretation


Jul 07, 2022
Vy Vo, Van Nguyen, Trung Le, Quan Hung Tran, Gholamreza Haffari, Seyit Camtepe, Dinh Phung


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ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection


Oct 14, 2021
Van-Anh Nguyen, Dai Quoc Nguyen, Van Nguyen, Trung Le, Quan Hung Tran, Dinh Phung

* The first two authors contributed equally. The code will be available soon at: https://github.com/daiquocnguyen/GNN-ReGVD 

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Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning


Sep 13, 2021
Jianguo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip Yu

* Accepted by EMNLP 2021 main conference 

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Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference


Jun 01, 2021
Tuan Lai, Heng Ji, ChengXiang Zhai, Quan Hung Tran

* Accepted by ACL 2021 

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A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution


Apr 04, 2021
Tuan Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang

* Accepted by NAACL 2021 

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What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation


Oct 28, 2020
Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen

* accepted at COLING 2020 

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Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation


Oct 26, 2020
Amir Pouran Ben Veyseh, Nasim Nour, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen

* accepted at EMNLP 2020 findings 

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A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents


Oct 22, 2020
Tuan Manh Lai, Trung Bui, Doo Soon Kim, Quan Hung Tran

* Accepted to COLING 2020 

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Scene Graph Modification Based on Natural Language Commands


Oct 06, 2020
Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Trung Bui, Zhe Lin, Franck Dernoncourt, Nhan Dam

* Accepted to the Findings of EMNLP 2020 

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A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems


Oct 28, 2019
Tuan Manh Lai, Quan Hung Tran, Trung Bui, Daisuke Kihara

* Under Review 

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