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

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* 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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Exploiting semi-supervised training through a dropout regularization in end-to-end speech recognition

Aug 08, 2019
Subhadeep Dey, Petr Motlicek, Trung Bui, Franck Dernoncourt

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* Interspeech 2019 

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Expressing Visual Relationships via Language

Jun 19, 2019
Hao Tan, Franck Dernoncourt, Zhe Lin, Trung Bui, Mohit Bansal

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* ACL 2019 (11 pages) 

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A Compare-Aggregate Model with Latent Clustering for Answer Selection

May 30, 2019
Seunghyun Yoon, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Kyomin Jung

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* 5 pages 

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Dance Dance Generation: Motion Transfer for Internet Videos

Mar 30, 2019
Yipin Zhou, Zhaowen Wang, Chen Fang, Trung Bui, Tamara L. Berg

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Supervised Transfer Learning for Product Information Question Answering

Jan 08, 2019
Tuan Manh Lai, Trung Bui, Nedim Lipka, Sheng Li

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* 2018 17th IEEE International Conference on Machine Learning and Applications 

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A System for Automated Image Editing from Natural Language Commands

Dec 03, 2018
Jacqueline Brixey, Ramesh Manuvinakurike, Nham Le, Tuan Lai, Walter Chang, Trung Bui

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Visual to Sound: Generating Natural Sound for Videos in the Wild

Jun 01, 2018
Yipin Zhou, Zhaowen Wang, Chen Fang, Trung Bui, Tamara L. Berg

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* Project page: http://bvision11.cs.unc.edu/bigpen/yipin/visual2sound_webpage/visual2sound.html 

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A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

May 22, 2018
Arman Cohan, Franck Dernoncourt, Doo Soon Kim, Trung Bui, Seokhwan Kim, Walter Chang, Nazli Goharian

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* NAACL HLT 2018 

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AMC: Attention guided Multi-modal Correlation Learning for Image Search

Apr 03, 2017
Kan Chen, Trung Bui, Fang Chen, Zhaowen Wang, Ram Nevatia

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* CVPR 2017 

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Proposing Plausible Answers for Open-ended Visual Question Answering

Oct 24, 2016
Omid Bakhshandeh, Trung Bui, Zhe Lin, Walter Chang

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