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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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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Improving Slot Filling by Utilizing Contextual Information

Nov 05, 2019
Amir Pouran Ben Veyseh, Franck Dernonrcourt, Thien Huu Nguyen


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On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning

Nov 04, 2019
Tuan Ngo Nguyen, Franck Dernoncourt, Thien Huu Nguyen


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Extending Event Detection to New Types with Learning from Keywords

Oct 24, 2019
Viet Dac Lai, Thien Huu Nguyen


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Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control

Jul 07, 2019
Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou


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Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures

Jul 07, 2019
Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou


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One for All: Neural Joint Modeling of Entities and Events

Dec 01, 2018
Trung Minh Nguyen, Thien Huu Nguyen

* Accepted at The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19) (Honolulu, Hawaii, USA) 

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Systematic Generalization: What Is Required and Can It Be Learned?

Nov 30, 2018
Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, Thien Huu Nguyen, Harm de Vries, Aaron Courville

* Preprint. Work in progress 

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BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop

Oct 27, 2018
Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, Lucas Willems, Chitwan Saharia, Thien Huu Nguyen, Yoshua Bengio

* Preprint. Work in progress 

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Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs

Jul 09, 2018
Minh Nguyen, Thien Huu Nguyen

* 11 pages (including references), 3 figures, 2 tables, conference: The 27th International Conference on Computational Linguistics (COLING 2018) 

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A Deep Learning Model with Hierarchical LSTMs and Supervised Attention for Anti-Phishing

May 03, 2018
Minh Nguyen, Toan Nguyen, Thien Huu Nguyen

* In: R. Verma, A. Das. (eds.): Proceedings of the 1st Anti-Phishing Shared Pilot at 4th ACM International Workshop on Security and Privacy Analytics (IWSPA 2018), Tempe, Arizona, USA, 21-03-2018 

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Toward Mention Detection Robustness with Recurrent Neural Networks

Feb 24, 2016
Thien Huu Nguyen, Avirup Sil, Georgiana Dinu, Radu Florian

* 13 pages, 11 tables, 3 figures 

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Combining Neural Networks and Log-linear Models to Improve Relation Extraction

Nov 18, 2015
Thien Huu Nguyen, Ralph Grishman


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