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Trung Bui

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

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* Accepted by EMNLP 2021 main conference 
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StreamHover: Livestream Transcript Summarization and Annotation


Sep 11, 2021
Sangwoo Cho, Franck Dernoncourt, Tim Ganter, Trung Bui, Nedim Lipka, Walter Chang, Hailin Jin, Jonathan Brandt, Hassan Foroosh, Fei Liu

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* EMNLP 2021 (Long Paper) 
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End-to-end Neural Coreference Resolution Revisited: A Simple yet Effective Baseline


Jul 13, 2021
Tuan Manh Lai, Trung Bui, Doo Soon Kim

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UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning


Jun 26, 2021
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Kyomin Jung

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* ACL 2021 
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Learning by Planning: Language-Guided Global Image Editing


Jun 24, 2021
Jing Shi, Ning Xu, Yihang Xu, Trung Bui, Franck Dernoncourt, Chenliang Xu

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* Accepted by CVPR2021 
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X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering


Apr 20, 2021
Meryem M'hamdi, Doo Soon Kim, Franck Dernoncourt, Trung Bui, Xiang Ren, Jonathan May

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* NAACL 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

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* Accepted by NAACL 2021 
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Out of Order: How important is the sequential order of words in a sentence in Natural Language Understanding tasks?


Dec 30, 2020
Thang M. Pham, Trung Bui, Long Mai, Anh Nguyen

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* 23 pages, 13 figures. Preprint. Work in progress 
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AutoNLU: An On-demand Cloud-based Natural Language Understanding System for Enterprises


Nov 26, 2020
Nham Le, Tuan Lai, Trung Bui, Doo Soon Kim

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* Accepted to AACL 2020 (Demo) 
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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

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* 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

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* Accepted to the Findings of EMNLP 2020 
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A Benchmark and Baseline for Language-Driven Image Editing


Oct 05, 2020
Jing Shi, Ning Xu, Trung Bui, Franck Dernoncourt, Zheng Wen, Chenliang Xu

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* Accepted by ACCV 2020 
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PhraseCut: Language-based Image Segmentation in the Wild


Aug 03, 2020
Chenyun Wu, Zhe Lin, Scott Cohen, Trung Bui, Subhransu Maji

* Published in CVPR 2020. Code and data are released at: https://people.cs.umass.edu/~chenyun/phrasecut 
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Bayesian Optimization for Selecting Efficient Machine Learning Models


Aug 02, 2020
Lidan Wang, Franck Dernoncourt, Trung Bui

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* Published at CIKM MoST-Rec 2019 
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ISA: An Intelligent Shopping Assistant


Jul 07, 2020
Tuan Manh Lai, Trung Bui, Nedim Lipka

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* 6 pages, 5 figures 
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Efficient Deployment of Conversational Natural Language Interfaces over Databases


Jun 04, 2020
Anthony Colas, Trung Bui, Franck Dernoncourt, Moumita Sinha, Doo Soon Kim

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* Accepted at ACL-NLI 2020 
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Open-Domain Question Answering with Pre-Constructed Question Spaces


Jun 02, 2020
Jinfeng Xiao, Lidan Wang, Franck Dernoncourt, Trung Bui, Tong Sun, Jiawei Han

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Efficient Deployment ofConversational Natural Language Interfaces over Databases


May 31, 2020
Anthony Colas, Trung Bui, Franck Dernoncourt, Moumita Sinha, Doo Soon Kim

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* Accepted at ACL-NLI 2020 
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History for Visual Dialog: Do we really need it?


May 08, 2020
Shubham Agarwal, Trung Bui, Joon-Young Lee, Ioannis Konstas, Verena Rieser

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* ACL'20 
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KPQA: A Metric for Generative Question Answering Using Word Weights


May 01, 2020
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Joongbo Shin, Kyomin Jung

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DSTC8-AVSD: Multimodal Semantic Transformer Network with Retrieval Style Word Generator


Apr 01, 2020
Hwanhee Lee, Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung

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* Presented at DSTC Workshop @ AAAI 2020 
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A Multimodal Dialogue System for Conversational Image Editing


Feb 16, 2020
Tzu-Hsiang Lin, Trung Bui, Doo Soon Kim, Jean Oh

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* Accepted at 2nd Conversational AI Workshop at NeurIPS 2018 
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Adjusting Image Attributes of Localized Regions with Low-level Dialogue


Feb 11, 2020
Tzu-Hsiang Lin, Alexander Rudnicky, Trung Bui, Doo Soon Kim, Jean Oh

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* Accepted as a Poster presentation at the 12th International Conference on Language Resources and Evaluation (LREC 2020) 
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Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation


Feb 07, 2020
Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee

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* 10 pages, 1 figure, 6 tables, preprint 
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Variational Hierarchical Dialog Autoencoder for Dialogue State Tracking Data Augmentation


Jan 23, 2020
Kang Min Yoo, Hanbit Lee, Franck Dernoncourt, Trung Bui, Walter Chang, Sang-goo Lee

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* 9 pages, 2 figures, 5 tables 
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Rethinking Self-Attention: An Interpretable Self-Attentive Encoder-Decoder Parser


Nov 10, 2019
Khalil Mrini, Franck Dernoncourt, Trung Bui, Walter Chang, Ndapa Nakashole

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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

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* Under Review 
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A Gated Self-attention Memory Network for Answer Selection


Sep 13, 2019
Tuan Lai, Quan Hung Tran, Trung Bui, Daisuke Kihara

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* Accepted at the 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019) 
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Propagate-Selector: Detecting Supporting Sentences for Question Answering via Graph Neural Networks


Aug 24, 2019
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung

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* 6 pages 
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