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2020 – today
- 2020
[j1]Anh Phan Tuan, Tran Xuan Bach, Thien Huu Nguyen, Ngo Van Linh, Khoat Than:
Bag of biterms modeling for short texts. Knowl. Inf. Syst. 62(10): 4055-4090 (2020)- [c39]Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen:
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. AAAI 2020: 9098-9105 - [c38]Amir Pouran Ben Veyseh, Franck Dernoncourt, My Tra Thai, Dejing Dou, Thien Huu Nguyen:
Multi-View Consistency for Relation Extraction via Mutual Information and Structure Prediction. AAAI 2020: 9106-9113 - [c37]Viet Dac Lai, Thien Huu Nguyen, Franck Dernoncourt:
Extensively Matching for Few-shot Learning Event Detection. NUSE@ACL 2020: 38-45 - [c36]Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen:
Exploiting the Syntax-Model Consistency for Neural Relation Extraction. ACL 2020: 8021-8032 - [c35]Qiuhao Lu, Nisansa de Silva, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Berthold Reinwald, Yunyao Li:
Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization. COLING 2020: 545-555 - [c34]Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen:
What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. COLING 2020: 3285-3301 - [c33]Amir Pouran Ben Veyseh, Tuan Ngo Nguyen, Thien Huu Nguyen:
Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction. EMNLP (Findings) 2020: 3651-3661 - [c32]Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen:
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. EMNLP (Findings) 2020: 4543-4548 - [c31]Hieu Minh Tran, Trung Minh Nguyen, Thien Huu Nguyen:
The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction. EMNLP (Findings) 2020: 4561-4567 - [c30]Minh Thu Nguyen, Duy Phung, Minh Hoai, Thien Huu Nguyen:
Structural and Functional Decomposition for Personality Image Captioning in a Communication Game. EMNLP (Findings) 2020: 4587-4593 - [c29]Hieu Man Duc Trong, Duc-Trong Le, Amir Pouran Ben Veyseh, Thuat Nguyen, Thien Huu Nguyen:
Introducing a New Dataset for Event Detection in Cybersecurity Texts. EMNLP (1) 2020: 5381-5390 - [c28]Viet Dac Lai, Tuan Ngo Nguyen, Thien Huu Nguyen:
Event Detection: Gate Diversity and Syntactic Importance Scores for Graph Convolution Neural Networks. EMNLP (1) 2020: 5405-5411 - [c27]Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen:
Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. EMNLP (1) 2020: 8947-8956 - [c26]Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Exploiting the Matching Information in the Support Set for Few Shot Event Classification. PAKDD (2) 2020: 233-245 - [c25]Nghia Trung Ngo, Tuan Ngo Nguyen, Thien Huu Nguyen:
Learning to Select Important Context Words for Event Detection. PAKDD (2) 2020: 756-768 - [i24]Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Exploiting the Matching Information in the Support Set for Few Shot Event Classification. CoRR abs/2002.05295 (2020) - [i23]Anh Phan Tuan, Tran Xuan Bach, Thien Huu Nguyen, Ngo Van Linh, Khoat Than:
Bag of biterms modeling for short texts. CoRR abs/2003.11948 (2020) - [i22]Viet Dac Lai, Franck Dernoncourt, Thien Huu Nguyen:
Extensively Matching for Few-shot Learning Event Detection. CoRR abs/2006.10093 (2020) - [i21]Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen:
Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning. CoRR abs/2010.13378 (2020) - [i20]Amir Pouran Ben Veyseh, Nasim Nouri, Franck Dernoncourt, Quan Hung Tran, Dejing Dou, Thien Huu Nguyen:
Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation. CoRR abs/2010.13389 (2020) - [i19]Amir Pouran Ben Veyseh, Tuan Ngo Nguyen, Thien Huu Nguyen:
Graph Transformer Networks with Syntactic and Semantic Structures for Event Argument Extraction. CoRR abs/2010.13391 (2020) - [i18]Viet Dac Lai, Tuan Ngo Nguyen, Thien Huu Nguyen:
Event Detection: Gate Diversity and Syntactic Importance Scoresfor Graph Convolution Neural Networks. CoRR abs/2010.14123 (2020) - [i17]Amir Pouran Ben Veyseh, Franck Dernoncourt, Quan Hung Tran, Thien Huu Nguyen:
What Does This Acronym Mean? Introducing a New Dataset for Acronym Identification and Disambiguation. CoRR abs/2010.14678 (2020) - [i16]Minh Thu Nguyen, Duy Phung, Minh Hoai, Thien Huu Nguyen:
Structural and Functional Decomposition for Personality Image Captioning in a Communication Game. CoRR abs/2011.08543 (2020) - [i15]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen, Walter Chang, Leo Anthony Celi:
Acronym Identification and Disambiguation Shared Tasks for Scientific Document Understanding. CoRR abs/2012.11760 (2020)
2010 – 2019
- 2019
- [c24]Trung Minh Nguyen, Thien Huu Nguyen:
One for All: Neural Joint Modeling of Entities and Events. AAAI 2019: 6851-6858 - [c23]Linh The Nguyen, Ngo Van Linh, Khoat Than, Thien Huu Nguyen:
Employing the Correspondence of Relations and Connectives to Identify Implicit Discourse Relations via Label Embeddings. ACL (1) 2019: 4201-4207 - [c22]Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou:
Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures. ACL (1) 2019: 4393-4399 - [c21]Tuan Ngo Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning. LOUHI@EMNLP 2019: 18-27 - [c20]Viet Dac Lai, Thien Huu Nguyen:
Extending Event Detection to New Types with Learning from Keywords. W-NUT@EMNLP 2019: 243-248 - [c19]Amir Pouran Ben Veyseh, My T. Thai, Thien Huu Nguyen, Dejing Dou:
Rumor detection in social networks via deep contextual modeling. ASONAM 2019: 113-120 - [c18]Qiuhao Lu, Nisansa de Silva, Sabin Kafle, Jiazhen Cao, Dejing Dou, Thien Huu Nguyen, Prithviraj Sen, Brent Hailpern, Berthold Reinwald, Yunyao Li:
Learning Electronic Health Records through Hyperbolic Embedding of Medical Ontologies. BCB 2019: 338-346 - [c17]Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, Thien Huu Nguyen, Harm de Vries, Aaron C. Courville:
Systematic Generalization: What Is Required and Can It Be Learned? ICLR (Poster) 2019 - [c16]Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, Lucas Willems, Chitwan Saharia, Thien Huu Nguyen, Yoshua Bengio:
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning. ICLR (Poster) 2019 - [c15]Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou:
Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control. IJCAI 2019: 5153-5159 - [i14]Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou:
Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures. CoRR abs/1907.03227 (2019) - [i13]Amir Pouran Ben Veyseh, Thien Huu Nguyen, Dejing Dou:
Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control. CoRR abs/1907.03230 (2019) - [i12]Viet Dac Lai, Thien Huu Nguyen:
Extending Event Detection to New Types with Learning from Keywords. CoRR abs/1910.11368 (2019) - [i11]Tuan Ngo Nguyen, Franck Dernoncourt, Thien Huu Nguyen:
On the Effectiveness of the Pooling Methods for Biomedical Relation Extraction with Deep Learning. CoRR abs/1911.01055 (2019) - [i10]Amir Pouran Ben Veyseh, Franck Dernoncourt, Dejing Dou, Thien Huu Nguyen:
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency. CoRR abs/1911.01678 (2019) - [i9]Amir Pouran Ben Veyseh, Franck Dernoncourt, Thien Huu Nguyen:
Improving Slot Filling by Utilizing Contextual Information. CoRR abs/1911.01680 (2019) - 2018
- [c14]Thien Huu Nguyen, Ralph Grishman:
Graph Convolutional Networks With Argument-Aware Pooling for Event Detection. AAAI 2018: 5900-5907 - [c13]Lisheng Fu, Bonan Min, Thien Huu Nguyen, Ralph Grishman:
A Case Study on Learning a Unified Encoder of Relations. NUT@EMNLP 2018: 202-207 - [c12]Weiyi Lu, Thien Huu Nguyen:
Similar but not the Same - Word Sense Disambiguation Improves Event Detection via Neural Representation Matching. EMNLP 2018: 4822-4828 - [i8]Minh Nguyen, Toan Nguyen, Thien Huu Nguyen:
A Deep Learning Model with Hierarchical LSTMs and Supervised Attention for Anti-Phishing. CoRR abs/1805.01554 (2018) - [i7]Minh Nguyen, Thien Huu Nguyen:
Who is Killed by Police: Introducing Supervised Attention for Hierarchical LSTMs. CoRR abs/1807.03409 (2018) - [i6]Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou, Lucas Willems, Chitwan Saharia, Thien Huu Nguyen, Yoshua Bengio:
BabyAI: First Steps Towards Grounded Language Learning With a Human In the Loop. CoRR abs/1810.08272 (2018) - [i5]Dzmitry Bahdanau, Shikhar Murty, Michael Noukhovitch, Thien Huu Nguyen, Harm de Vries, Aaron C. Courville:
Systematic Generalization: What Is Required and Can It Be Learned? CoRR abs/1811.12889 (2018) - [i4]Trung Minh Nguyen, Thien Huu Nguyen:
One for All: Neural Joint Modeling of Entities and Events. CoRR abs/1812.00195 (2018) - 2017
- [c11]Lisheng Fu, Thien Huu Nguyen, Bonan Min, Ralph Grishman:
Domain Adaptation for Relation Extraction with Domain Adversarial Neural Network. IJCNLP(2) 2017: 425-429 - 2016
- [c10]Thien Huu Nguyen, Nicolas R. Fauceglia, Mariano Rodriguez-Muro, Oktie Hassanzadeh, Alfio Massimiliano Gliozzo, Mohammad Sadoghi:
Joint Learning of Local and Global Features for Entity Linking via Neural Networks. COLING 2016: 2310-2320 - [c9]Thien Huu Nguyen, Ralph Grishman:
Modeling Skip-Grams for Event Detection with Convolutional Neural Networks. EMNLP 2016: 886-891 - [c8]Thien Huu Nguyen, Kyunghyun Cho, Ralph Grishman:
Joint Event Extraction via Recurrent Neural Networks. HLT-NAACL 2016: 300-309 - [c7]Thien Huu Nguyen, Lisheng Fu, Kyunghyun Cho, Ralph Grishman:
A Two-stage Approach for Extending Event Detection to New Types via Neural Networks. Rep4NLP@ACL 2016: 158-165 - [i3]Thien Huu Nguyen, Adam Meyers, Ralph Grishman:
New York University 2016 System for KBP Event Nugget: A Deep Learning Approach. TAC 2016 - [i2]Thien Huu Nguyen, Avirup Sil, Georgiana Dinu, Radu Florian:
Toward Mention Detection Robustness with Recurrent Neural Networks. CoRR abs/1602.07749 (2016) - 2015
- [c6]Thien Huu Nguyen, Ralph Grishman:
Event Detection and Domain Adaptation with Convolutional Neural Networks. ACL (2) 2015: 365-371 - [c5]Thien Huu Nguyen, Barbara Plank, Ralph Grishman:
Semantic Representations for Domain Adaptation: A Case Study on the Tree Kernel-based Method for Relation Extraction. ACL (1) 2015: 635-644 - [c4]Thien Huu Nguyen, Ralph Grishman:
Relation Extraction: Perspective from Convolutional Neural Networks. VS@HLT-NAACL 2015: 39-48 - [i1]Thien Huu Nguyen, Ralph Grishman:
Combining Neural Networks and Log-linear Models to Improve Relation Extraction. CoRR abs/1511.05926 (2015) - 2014
- [c3]Thien Huu Nguyen, Ralph Grishman:
Employing Word Representations and Regularization for Domain Adaptation of Relation Extraction. ACL (2) 2014: 68-74 - 2011
- [c2]Rathany Chan Sam, Huong Thanh Le, Thuy Thanh Nguyen, Thien Huu Nguyen:
Combining Proper Name-Coreference with Conditional Random Fields for Semi-supervised Named Entity Recognition in Vietnamese Text. PAKDD (1) 2011: 512-524 - 2010
- [c1]Huong Thanh Le, Thien Huu Nguyen:
Name entity recognition using inductive logic programming. SoICT 2010: 71-77
Coauthor Index
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