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


Oct 02, 2020
Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cecile Paris

* Findings of EMNLP 2020 

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Searching Scientific Literature for Answers on COVID-19 Questions


Jul 06, 2020
Vincent Nguyen, Maciek Rybinski, Sarvnaz Karimi, Zhenchang Xing

* 4 pages + 1 page of references, submitted to ACL COVID-19 workshop 

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An Effective Transition-based Model for Discontinuous NER


Apr 28, 2020
Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cecile Paris

* ACL 2020 

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


Jul 04, 2019
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


Jun 13, 2019
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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NNE: A Dataset for Nested Named Entity Recognition in English Newswire


Jun 04, 2019
Nicky Ringland, Xiang Dai, Ben Hachey, Sarvnaz Karimi, Cecile Paris, James R. Curran

* ACL 2019 

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Using Similarity Measures to Select Pretraining Data for NER


May 17, 2019
Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cecile Paris

* NAACL 2019 

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Survey of Text-based Epidemic Intelligence: A Computational Linguistic Perspective


Mar 14, 2019
Aditya Joshi, Sarvnaz Karimi, Ross Sparks, Cecile Paris, C Raina MacIntyre

* This paper is under review at ACM Computing Surveys. This version of the paper does not use the ACM Computing Surveys stylesheet. This arXiv version is to solicit feedback 

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Concept Extraction to Identify Adverse Drug Reactions in Medical Forums: A Comparison of Algorithms


Apr 27, 2015
Alejandro Metke-Jimenez, Sarvnaz Karimi


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