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Explain by Evidence: An Explainable Memory-based Neural Network for Question Answering

Nov 05, 2020
Quan Tran, Nhan Dam, Tuan Lai, Franck Dernoncourt, Trung Le, Nham Le, Dinh Phung

* Accepted to COLING 2020 

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What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation

Oct 28, 2020
Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen

* accepted at COLING 2020 

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Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation

Oct 26, 2020
Amir Pouran Ben Veyseh, Nasim Nour, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen

* accepted at EMNLP 2020 findings 

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Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning

Oct 26, 2020
Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen

* accepted at EMNLP 2020 main conference 

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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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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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SemEval-2020 Task 6: Definition extraction from free text with the DEFT corpus

Aug 31, 2020
Sasha Spala, Nicholas A Miller, Franck Dernoncourt, Carl Dockhorn

* To be published in Proceedings of the 14th International Workshop on Semantic Evaluation 

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SemEval-2020 Task 10: Emphasis Selection for Written Text in Visual Media

Aug 07, 2020
Amirreza Shirani, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio

* Accepted at Proceedings of 14th International Workshop on Semantic Evaluation (SemEval-2020) 

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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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Extensively Matching for Few-shot Learning Event Detection

Jun 17, 2020
Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen

* 1st Joint Workshop on Narrative Understanding, Storylines, and Events (NUSE) @ ACL 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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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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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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Let Me Choose: From Verbal Context to Font Selection

May 03, 2020
Amirreza Shirani, Franck Dernoncourt, Jose Echevarria, Paul Asente, Nedim Lipka, Thamar Solorio

* Accepted to ACL 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 Corpus for Detecting High-Context Medical Conditions in Intensive Care Patient Notes Focusing on Frequently Readmitted Patients

Mar 06, 2020
Edward T. Moseley, Joy T. Wu, Jonathan Welt, John Foote, Patrick D. Tyler, David W. Grant, Eric T. Carlson, Sebastian Gehrmann, Franck Dernoncourt, Leo Anthony Celi

* Accepted at LREC 2020 

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Multilingual Twitter Corpus and Baselines for Evaluating Demographic Bias in Hate Speech Recognition

Mar 03, 2020
Xiaolei Huang, Linzi Xing, Franck Dernoncourt, Michael J. Paul

* Accepted at LREC 2020 

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Exploiting the Matching Information in the Support Set for Few Shot Event Classification

Feb 13, 2020
Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen

* PAKDD 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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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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A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency

Nov 17, 2019
Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen


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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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