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2020 – today
- 2024
[c45]Minh-Tuan Tran
, Trung Le, Xuan-May Thi Le, Mehrtash Harandi, Quan Hung Tran, Dinh Q. Phung:
NAYER: Noisy Layer Data Generation for Efficient and Effective Data-free Knowledge Distillation. CVPR 2024: 23860-23869- [c44]Hyunjae Kim, Seunghyun Yoon, Trung Bui, Handong Zhao, Quan Hung Tran, Franck Dernoncourt, Jaewoo Kang:
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing. EACL (Findings) 2024: 2175-2184 - [c43]Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini:
Multi-modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. MMM (3) 2024: 410-424 - [i24]Tuan Nguyen, Van Nguyen, Trung Le, He Zhao, Quan Hung Tran, Dinh Q. Phung:
A Class-aware Optimal Transport Approach with Higher-Order Moment Matching for Unsupervised Domain Adaptation. CoRR abs/2401.15952 (2024) - [i23]Minh Nguyen, Franck Dernoncourt, Seunghyun Yoon, Hanieh Deilamsalehy, Hao Tan, Ryan A. Rossi, Quan Hung Tran, Trung Bui, Thien Huu Nguyen:
Identifying Speakers in Dialogue Transcripts: A Text-based Approach Using Pretrained Language Models. CoRR abs/2407.12094 (2024) - 2023
- [j1]Anh Tuan Bui, Trung Le, He Zhao, Quan Hung Tran, Paul Montague, Dinh Phung:
Generating Adversarial Examples with Task Oriented Multi-Objective Optimization. Trans. Mach. Learn. Res. 2023 (2023) - [c42]Thang Nguyen-Duc, Hoang Thanh-Tung, Quan Hung Tran, Dang Huu-Tien, Hieu Nguyen, Anh T. V. Dau, Nghi D. Q. Bui:
Class based Influence Functions for Error Detection. ACL (2) 2023: 1204-1218 - [c41]Zhuang Li, Yuyang Chai, Terry Yue Zhuo, Lizhen Qu, Gholamreza Haffari, Fei Li, Donghong Ji, Quan Hung Tran:
FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing. ACL (Findings) 2023: 6377-6390 - [c40]Zhongfen Deng, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip S. Yu:
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification. IEEE Big Data 2023: 636-645 - [c39]Vy Vo, Van Nguyen, Trung Le, Quan Hung Tran, Gholamreza Haffari, Seyit Camtepe, Dinh Phung:
An Additive Instance-Wise Approach to Multi-class Model Interpretation. ICLR 2023 - [c38]Puneet Mathur, Rajiv Jain, Ashutosh Mehra, Jiuxiang Gu, Franck Dernoncourt, Anandhavelu Natarajan, Quan Hung Tran, Verena Kaynig-Fittkau, Ani Nenkova, Dinesh Manocha, Vlad I. Morariu:
LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents. WACV 2023: 3599-3609 - [i22]Anh Tuan Bui, Trung Le, He Zhao, Quan Hung Tran, Paul Montague, Dinh Q. Phung:
Generating Adversarial Examples with Task Oriented Multi-Objective Optimization. CoRR abs/2304.13229 (2023) - [i21]Thang Nguyen-Duc, Hoang Thanh-Tung, Quan Hung Tran, Dang Huu-Tien, Hieu Ngoc Nguyen, Anh T. V. Dau, Nghi D. Q. Bui:
Class based Influence Functions for Error Detection. CoRR abs/2305.01384 (2023) - [i20]Zhuang Li, Yuyang Chai, Terry Yue Zhuo, Lizhen Qu, Gholamreza Haffari, Fei Li, Donghong Ji, Quan Hung Tran:
FACTUAL: A Benchmark for Faithful and Consistent Textual Scene Graph Parsing. CoRR abs/2305.17497 (2023) - [i19]Viet Dac Lai, Abel Salinas, Hao Tan, Trung Bui, Quan Hung Tran, Seunghyun Yoon, Hanieh Deilamsalehy, Franck Dernoncourt, Thien Huu Nguyen:
Boosting Punctuation Restoration with Data Generation and Reinforcement Learning. CoRR abs/2307.12949 (2023) - [i18]Minh-Tuan Tran, Trung Le, Xuan-May Thi Le, Mehrtash Harandi, Quan Hung Tran, Dinh Q. Phung:
Unleash Data Generation for Efficient and Effective Data-free Knowledge Distillation. CoRR abs/2310.00258 (2023) - [i17]Zhongfen Deng, Seunghyun Yoon, Trung Bui, Franck Dernoncourt, Quan Hung Tran, Shuaiqi Liu, Wenting Zhao, Tao Zhang, Yibo Wang, Philip S. Yu:
Aspect-based Meeting Transcript Summarization: A Two-Stage Approach with Weak Supervision on Sentence Classification. CoRR abs/2311.04292 (2023) - [i16]Linzi Xing, Quan Hung Tran, Fabian Caba, Franck Dernoncourt, Seunghyun Yoon, Zhaowen Wang, Trung Bui, Giuseppe Carenini:
Multi-Modal Video Topic Segmentation with Dual-Contrastive Domain Adaptation. CoRR abs/2312.00220 (2023) - 2022
- [c37]Amir Pouran Ben Veyseh, Ning Xu, Quan Hung Tran, Varun Manjunatha, Franck Dernoncourt, Thien Huu Nguyen:
Transfer Learning and Prediction Consistency for Detecting Offensive Spans of Text. ACL (Findings) 2022: 1630-1637 - [c36]Trung Le, Anh Tuan Bui, Le Minh Tri Tue, He Zhao, Paul Montague, Quan Hung Tran, Dinh Q. Phung:
On Global-view Based Defense via Adversarial Attack and Defense Risk Guaranteed Bounds. AISTATS 2022: 11438-11460 - [c35]Amir Pouran Ben Veyseh, Quan Hung Tran, Seunghyun Yoon, Varun Manjunatha, Hanieh Deilamsalehy, Rajiv Jain, Trung Bui, Walter Chang, Franck Dernoncourt, Thien Huu Nguyen:
Keyphrase Prediction from Video Transcripts: New Dataset and Directions. COLING 2022: 7147-7155 - [c34]Anh Tuan Bui, Trung Le, Quan Hung Tran, He Zhao, Dinh Q. Phung:
A Unified Wasserstein Distributional Robustness Framework for Adversarial Training. ICLR 2022 - [c33]Van-Anh Nguyen, Dai Quoc Nguyen, Van Nguyen, Trung Le, Quan Hung Tran, Dinh Phung:
ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection. ICSE-Companion 2022: 178-182 - [c32]Puneet Mathur, Franck Dernoncourt, Quan Hung Tran, Jiuxiang Gu, Ani Nenkova, Vlad I. Morariu, Rajiv Jain, Dinesh Manocha:
DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis. INTERSPEECH 2022: 451-455 - [c31]Adyasha Maharana, Quan Hung Tran, Franck Dernoncourt, Seunghyun Yoon, Trung Bui, Walter Chang, Mohit Bansal:
Multimodal Intent Discovery from Livestream Videos. NAACL-HLT (Findings) 2022: 476-489 - [c30]Puneet Mathur, Vlad I. Morariu, Verena Kaynig-Fittkau, Jiuxiang Gu, Franck Dernoncourt, Quan Hung Tran, Ani Nenkova, Dinesh Manocha, Rajiv Jain:
DocTime: A Document-level Temporal Dependency Graph Parser. NAACL-HLT 2022: 993-1009 - [c29]Tuan Nguyen, Van Nguyen, Trung Le, He Zhao, Quan Hung Tran, Dinh Q. Phung:
Cycle class consistency with distributional optimal transport and knowledge distillation for unsupervised domain adaptation. UAI 2022: 1519-1529 - [i15]Tuan-Anh Bui, Trung Le, Quan Hung Tran, He Zhao, Dinh Q. Phung:
A Unified Wasserstein Distributional Robustness Framework for Adversarial Training. CoRR abs/2202.13437 (2022) - [i14]Vy Vo, Van Nguyen, Trung Le, Quan Hung Tran, Gholamreza Haffari, Seyit Camtepe, Dinh Q. Phung:
An Additive Instance-Wise Approach to Multi-class Model Interpretation. CoRR abs/2207.03113 (2022) - [i13]Van-Anh Nguyen, Khanh Pham Dinh, Long Tung Vuong, Thanh-Toan Do, Quan Hung Tran, Dinh Q. Phung, Trung Le:
Vision Transformer Visualization: What Neurons Tell and How Neurons Behave? CoRR abs/2210.07646 (2022) - 2021
- [c28]Puneet Mathur, Rajiv Jain, Franck Dernoncourt, Vlad I. Morariu, Quan Hung Tran, Dinesh Manocha:
TIMERS: Document-level Temporal Relation Extraction. ACL/IJCNLP (2) 2021: 524-533 - [c27]Tuan Manh Lai, Heng Ji, ChengXiang Zhai, Quan Hung Tran:
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference. ACL/IJCNLP (1) 2021: 6248-6260 - [c26]Jian-Guo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip S. Yu:
Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning. EMNLP (1) 2021: 1906-1912 - [c25]Van-Anh Nguyen, Tuan Nguyen, Trung Le, Quan Hung Tran, Dinh Phung:
STEM: An approach to Multi-source Domain Adaptation with Guarantees. ICCV 2021: 9332-9343 - [c24]Tuan Nguyen, Trung Le, Nhan Dam, Quan Hung Tran, Truyen Nguyen, Dinh Q. Phung:
TIDOT: A Teacher Imitation Learning Approach for Domain Adaptation with Optimal Transport. IJCAI 2021: 2862-2868 - [c23]Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang:
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. NAACL-HLT 2021: 3491-3499 - [c22]Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Varun Manjunatha, Lidan Wang, Rajiv Jain, Doo Soon Kim, Walter Chang, Thien Huu Nguyen:
Inducing Rich Interaction Structures Between Words for Document-Level Event Argument Extraction. PAKDD (2) 2021: 703-715 - [c21]Tuan Nguyen, Trung Le, He Zhao, Quan Hung Tran, Truyen Nguyen, Dinh Q. Phung:
Most: multi-source domain adaptation via optimal transport for student-teacher learning. UAI 2021: 225-235 - [i12]Tuan Manh Lai, Heng Ji, Trung Bui, Quan Hung Tran, Franck Dernoncourt, Walter Chang:
A Context-Dependent Gated Module for Incorporating Symbolic Semantics into Event Coreference Resolution. CoRR abs/2104.01697 (2021) - [i11]Tuan Manh Lai, Heng Ji, ChengXiang Zhai, Quan Hung Tran:
Joint Biomedical Entity and Relation Extraction with Knowledge-Enhanced Collective Inference. CoRR abs/2105.13456 (2021) - [i10]Jian-Guo Zhang, Trung Bui, Seunghyun Yoon, Xiang Chen, Zhiwei Liu, Congying Xia, Quan Hung Tran, Walter Chang, Philip S. Yu:
Few-Shot Intent Detection via Contrastive Pre-Training and Fine-Tuning. CoRR abs/2109.06349 (2021) - [i9]Van-Anh Nguyen, Dai Quoc Nguyen, Van Nguyen, Trung Le, Quan Hung Tran, Dinh Q. Phung:
ReGVD: Revisiting Graph Neural Networks for Vulnerability Detection. CoRR abs/2110.07317 (2021) - 2020
- [b1]Quan Hung Tran:
Sequence Modeling with Recurrent Neural Network. Monash University, Australia, 2020 - [c20]Tuan Manh Lai, Trung Bui, Doo Soon Kim, Quan Hung Tran:
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents. COLING 2020: 649-656 - [c19]Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen:
What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. COLING 2020: 3285-3301 - [c18]Quan Hung Tran, Nhan Dam, Tuan Manh Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung:
Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering. COLING 2020: 5205-5210 - [c17]Khalil Mrini, Franck Dernoncourt, Quan Hung Tran, Trung Bui, Walter Chang, Ndapa Nakashole:
Rethinking Self-Attention: Towards Interpretability in Neural Parsing. EMNLP (Findings) 2020: 731-742 - [c16]Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Zhe Lin, Trung Bui, Franck Dernoncourt, Nhan Dam:
Scene Graph Modification Based on Natural Language Commands. EMNLP (Findings) 2020: 972-990 - [c15]Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen:
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. EMNLP (Findings) 2020: 4543-4548 - [c14]Tuan Manh Lai, Quan Hung Tran, Trung Bui, Daisuke Kihara:
A Simple But Effective Bert Model for Dialog State Tracking on Resource-Limited Systems. ICASSP 2020: 8034-8038 - [i8]Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Trung Bui, Zhe Lin, Franck Dernoncourt, Nhan Dam:
Scene Graph Modification Based on Natural Language Commands. CoRR abs/2010.02591 (2020) - [i7]Tuan Manh Lai, Trung Bui, Doo Soon Kim, Quan Hung Tran:
A Joint Learning Approach based on Self-Distillation for Keyphrase Extraction from Scientific Documents. CoRR abs/2010.11980 (2020) - [i6]Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen:
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. CoRR abs/2010.13389 (2020) - [i5]Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen:
What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. CoRR abs/2010.14678 (2020) - [i4]Quan Hung Tran, Nhan Dam, Tuan Manh Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung:
Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering. CoRR abs/2011.03096 (2020)
2010 – 2019
- 2019
- [c13]Xuanli He, Quan Hung Tran, Gholamreza Haffari:
A Pointer Network Architecture for Context-Dependent Semantic Parsing. ALTA 2019: 94-99 - [c12]Tuan Manh Lai, Quan Hung Tran, Trung Bui, Daisuke Kihara:
A Gated Self-attention Memory Network for Answer Selection. EMNLP/IJCNLP (1) 2019: 5952-5958 - [i3]Tuan Manh Lai, Quan Hung Tran, Trung Bui, Daisuke Kihara:
A Gated Self-attention Memory Network for Answer Selection. CoRR abs/1909.09696 (2019) - [i2]Tuan Manh Lai, Quan Hung Tran, Trung Bui, Daisuke Kihara:
A Simple but Effective BERT Model for Dialog State Tracking on Resource-Limited Systems. CoRR abs/1910.12995 (2019) - 2018
- [c11]Xuanli He, Quan Hung Tran, William Havard, Laurent Besacier, Ingrid Zukerman, Gholamreza Haffari:
Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation. ALTA 2018: 61-65 - [c10]Quan Hung Tran, Tuan Manh Lai, Gholamreza Haffari, Ingrid Zukerman, Trung Bui, Hung Bui:
The Context-Dependent Additive Recurrent Neural Net. NAACL-HLT 2018: 1274-1283 - [i1]Xuanli He, Quan Hung Tran, William Havard, Laurent Besacier, Ingrid Zukerman, Gholamreza Haffari:
Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation. CoRR abs/1810.07455 (2018) - 2017
- [c9]Quan Hung Tran, Gholamreza Haffari, Ingrid Zukerman:
A Generative Attentional Neural Network Model for Dialogue Act Classification. ACL (2) 2017: 524-529 - [c8]Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari:
A Hierarchical Neural Model for Learning Sequences of Dialogue Acts. EACL (1) 2017: 428-437 - [c7]Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari:
Preserving Distributional Information in Dialogue Act Classification. EMNLP 2017: 2151-2156 - [c6]Andisheh Partovi, Ingrid Zukerman, Quan Hung Tran:
Towards a Response Selection System for Spoken Requests in a Physical Domain. LaCATODA@IJCAI 2017: 20-27 - 2016
- [c5]Quan Hung Tran, Ingrid Zukerman, Gholamreza Haffari:
Inter-document Contextual Language model. HLT-NAACL 2016: 762-766 - 2015
- [c4]Tu Thanh Vu, Quan Hung Tran, Son Bao Pham:
TATO: Leveraging on Multiple Strategies for Semantic Textual Similarity. SemEval@NAACL-HLT 2015: 190-195 - [c3]Quan Hung Tran, Vu D. Tran, Tu Vu, Minh Nguyen, Son Bao Pham:
JAIST: Combining multiple features for Answer Selection in Community Question Answering. SemEval@NAACL-HLT 2015: 215-219 - 2014
- [c2]Quan Hung Tran, Nien Dinh Nguyen, Kien Duc Do, Thinh Khanh Nguyen, Dang Hai Tran, Minh Le Nguyen, Son Bao Pham:
A Community-Based Vietnamese Question Answering System. KSE 2014: 117-128 - [c1]Quan Hung Tran, Minh Le Nguyen, Son Bao Pham:
Question Analysis for a Community-Based Vietnamese Question Answering System. KSE 2014: 641-651
Coauthor Index
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