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Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding

Jan 06, 2021
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi

* Task overview for Acronym Identification and Acronym Disambiguation at Scientific Document Understanding workshop at AAAI 2021 

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Acronym Identification and Disambiguation shared tasksfor Scientific Document Understanding

Dec 22, 2020
Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi

* Task overview for Acronym Identification and Acronym Disambiguation at Scientific Document Understanding workshop at AAAI 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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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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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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Interaction Matching for Long-Tail Multi-Label Classification

May 18, 2020
Sean MacAvaney, Franck Dernoncourt, Walter Chang, Nazli Goharian, Ophir Frieder


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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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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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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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Creative Procedural-Knowledge Extraction From Web Design Tutorials

Apr 18, 2019
Longqi Yang, Chen Fang, Hailin Jin, Walter Chang, Deborah Estrin


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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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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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Proposing Plausible Answers for Open-ended Visual Question Answering

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


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Automatic Annotation of Structured Facts in Images

Apr 08, 2016
Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal


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Sherlock: Scalable Fact Learning in Images

Apr 02, 2016
Mohamed Elhoseiny, Scott Cohen, Walter Chang, Brian Price, Ahmed Elgammal

* Jan 7 Update 

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