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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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Learning to Fuse Sentences with Transformers for Summarization

Oct 08, 2020
Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu

* EMNLP 2020 (Short Paper) 

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A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion

Oct 08, 2020
Logan Lebanoff, Franck Dernoncourt, Doo Soon Kim, Walter Chang, Fei Liu

* AACL-IJCNLP 2020 (Short Paper) 

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Understanding Points of Correspondence between Sentences for Abstractive Summarization

Jun 10, 2020
Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Lidan Wang, Walter Chang, Fei Liu

* Camera-ready version for ACL 2020 Student Research Workshop (SRW) 

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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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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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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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TutorialVQA: Question Answering Dataset for Tutorial Videos

Dec 02, 2019
Anthony Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Daisy Zhe Wang, Doo Soon Kim


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Analyzing Sentence Fusion in Abstractive Summarization

Oct 01, 2019
Logan Lebanoff, John Muchovej, Franck Dernoncourt, Doo Soon Kim, Seokhwan Kim, Walter Chang, Fei Liu


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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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Scoring Sentence Singletons and Pairs for Abstractive Summarization

May 31, 2019
Logan Lebanoff, Kaiqiang Song, Franck Dernoncourt, Doo Soon Kim, Seokhwan Kim, Walter Chang, Fei Liu

* ACL 2019 (Long Paper) 

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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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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

* NAACL HLT 2018 

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Detecting Table Region in PDF Documents Using Distant Supervision

Sep 22, 2015
Miao Fan, Doo Soon Kim


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