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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

* 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

* 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

* 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

* 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

* 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 Benchmark and Baseline for Language-Driven Image Editing


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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* 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

* Interspeech 2019 

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Expressing Visual Relationships via Language


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

* 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

* 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

* 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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