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A Comprehensive Survey on Community Detection with Deep Learning



Xing Su , Shan Xue , Fanzhen Liu , Jia Wu , Jian Yang , Chuan Zhou , Wenbin Hu , Cecile Paris , Surya Nepal , Di Jin , Quan Z. Sheng , Philip S. Yu


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Cost-effective Selection of Pretraining Data: A Case Study of Pretraining BERT on Social Media



Xiang Dai , Sarvnaz Karimi , Ben Hachey , Cecile Paris

* Findings of EMNLP 2020 

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Less is More: Rejecting Unreliable Reviews for Product Question Answering



Shiwei Zhang , Xiuzhen Zhang , Jey Han Lau , Jeffrey Chan , Cecile Paris

* ECML-PKDD 2020 

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Deep Learning for Community Detection: Progress, Challenges and Opportunities



Fanzhen Liu , Shan Xue , Jia Wu , Chuan Zhou , Wenbin Hu , Cecile Paris , Surya Nepal , Jian Yang , Philip S. Yu

* Accepted Paper in the 29th International Joint Conference on Artificial Intelligence (IJCAI 20), Survey Track 

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An Effective Transition-based Model for Discontinuous NER



Xiang Dai , Sarvnaz Karimi , Ben Hachey , Cecile Paris

* ACL 2020 

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DAN: Dual-View Representation Learning for Adapting Stance Classifiers to New Domains



Chang Xu , Cecile Paris , Surya Nepal , Ross Sparks , Chong Long , Yafang Wang

* Accepted at ECAI2020 

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Towards Generating Stylized Image Captions via Adversarial Training



Omid Mohamad Nezami , Mark Dras , Stephen Wan , Cecile Paris , Len Hamey


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Image Captioning using Facial Expression and Attention



Omid Mohamad Nezami , Mark Dras , Stephen Wan , Cecile Paris


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Figurative Usage Detection of Symptom Words to Improve Personal Health Mention Detection



Adith Iyer , Aditya Joshi , Sarvnaz Karimi , Ross Sparks , Cecile Paris

* To appear at the 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) (The second version updates the name of a cited paper. A detailed note from the cited author is here : https://github.com/commonsense/conceptnet5/wiki/Citation-complications

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A Comparison of Word-based and Context-based Representations for Classification Problems in Health Informatics



Aditya Joshi , Sarvnaz Karimi , Ross Sparks , Cecile Paris , C Raina MacIntyre

* To Appear in the 18th ACL Workshop on Biomedical Natural Language Processing (BioNLP) 

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