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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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IGA : An Intent-Guided Authoring Assistant


Apr 14, 2021
Simeng Sun, Wenlong Zhao, Varun Manjunatha, Rajiv Jain, Vlad Morariu, Franck Dernoncourt, Balaji Vasan Srinivasan, Mohit Iyyer

* 13 pages 

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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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Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU models


Mar 18, 2021
Mengnan Du, Varun Manjunatha, Rajiv Jain, Ruchi Deshpande, Franck Dernoncourt, Jiuxiang Gu, Tong Sun, Xia Hu

* Accepted by NAACL 2021 

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User Factor Adaptation for User Embedding via Multitask Learning


Feb 22, 2021
Xiaolei Huang, Michael J. Paul, Robin Burke, Franck Dernoncourt, Mark Dredze

* Accepted in the Second Workshop on Domain Adaptation for Natural Language Processing (Adapted-NLP) 

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MadDog: A Web-based System for Acronym Identification and Disambiguation


Jan 25, 2021
Amir Pouran Ben Veyseh, Franck Dernoncourt, Walter Chang, Thien Huu Nguyen


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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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Learning to Emphasize: Dataset and Shared Task Models for Selecting Emphasis in Presentation Slides


Jan 02, 2021
Amirreza Shirani, Giai Tran, Hieu Trinh, Franck Dernoncourt, Nedim Lipka, Paul Asente, Jose Echevarria, Thamar Solorio

* In Proceedings of Content Authoring and Design (CAD21) workshop at the Thirty-fifth AAAI Conference on Artificial Intelligence (AAAI-21) 

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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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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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