Sabine Bergler

Full Professor, Computer Science and Software Engineering, Concordia University

Joined

July 2019

Names

Sabine Bergler (Preferred)

Emails

****@cse.concordia.ca (Confirmed)

****@concordia.ca (Confirmed)

****@cs.concordia.ca (Confirmed)

Personal Links

Career & Education History

Full Professor

Computer Science and Software Engineering, Concordia University (concordia.ca)

2013 – Present

Associate Professor

Computer Science and Software Engineering, Concordia University (concordia.ca)

1998 – 2013

Assistant Professor

Computer Science and Software Engineering, Concordia University (concordia.ca)

1992 – 1998

PhD student

Computer Science, Brandeis University (cs.brandeis.edu)

1987 – 1992

MS student

Department of Computer Science, University of Massachusetts, Amherst (cs.umass.edu)

1986 – 1992

Vordiplom

University of Stuttgart (uni-stuttgart.de)

1980 – 1984

Advisors, Relations & Conflicts

PhD Advisee

Narjes Tahaei

2018 – Present

PhD Advisee

Parsa Bagherzadeh

2018 – 2022

PhD Advisor

James Pustejovsky

1987 – 1992

Expertise

computational linguistics

Present

sentiment analysis

Present

semantics

Present

explainable NLP

Present

social media analysis

Present

personal health reports

Present

question answering and summarization

LLMs

2020 – Present

natural language processing

pre-trained models

classification

2018 – Present

computational linguistics

semantics

sentiment analysis

1987 – Present

Publications

Automatic Extraction of Medication Mentions from Tweets - Overview of the BioCreative VII Shared Task 3 Competition
Davy Weissenbacher, Karen O'Connor, Siddharth Rawal, Yu Zhang, Richard Tzong-Han Tsai, Timothy A. Miller, Dongfang Xu, Carol Anderson, Bo Liu, Qing Han, Jinfeng Zhang, Igor Kulev, Berkay Köprü, Raul Rodriguez-Esteban, Elif Ozkirimli, Ammer Ayach, Roland Roller, Stephen R. Piccolo, Peijin Han, V. G. Vinod Vydiswaran et al. (12 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 16 Jun 2023
- Database J. Biol. Databases Curation 2023
- Readers: Everyone
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations
Qingyu Chen, Alexis Allot, Robert Leaman, Rezarta Islamaj, Jingcheng Du, Li Fang, Wang Kai, Shuo Xu, Yuefu Zhang, Parsa Bagherzadeh, Sabine Bergler, Aakash Bhatnagar, Nidhir Bhavsar, Yung-Chun Chang, Sheng-Jie Lin, Wentai Tang, Hongtong Zhang, Ilija Tavchioski, Senja Pollak, Shubo Tian et al. (19 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 27 Jun 2023
- Database J. Biol. Databases Curation 2022
- Readers: Everyone
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations
Qingyu Chen, Alexis Allot, Robert Leaman, Rezarta Islamaj Dogan, Jingcheng Du, Li Fang, Wang Kai, Shuo Xu, Yuefu Zhang, Parsa Bagherzadeh, Sabine Bergler, Aakash Bhatnagar, Nidhir Bhavsar, Yung-Chun Chang, Sheng-Jie Lin, Wentai Tang, Hongtong Zhang, Ilija Tavchioski, Shubo Tian, Jinfeng Zhang et al. (17 additional authors not shown)
- Published: 01 Jan 2022, Last Modified: 27 Jun 2023
- CoRR 2022
- Readers: Everyone
Multi-input Recurrent Independent Mechanisms for leveraging knowledge sources: Case studies on sentiment analysis and health text mining
Parsa Bagherzadeh, Sabine Bergler
- 2021 (modified: 29 Mar 2022)
- DeeLIO@NAACL-HLT 2021
- Readers: Everyone
Competing Independent Modules for Knowledge Integration and Optimization
Parsa Bagherzadeh, Sabine Bergler
- 2021 (modified: 29 Mar 2022)
- EMNLP (Findings) 2021
- Readers: Everyone
CLaC-BP at SemEval-2021 Task 8: SciBERT Plus Rules for MeasEval
Benjamin Thérien, Parsa Bagherzadeh, Sabine Bergler
- 2021 (modified: 29 Mar 2022)
- SemEval@ACL/IJCNLP 2021
- Readers: Everyone
CLaC at SemEval-2020 Task 5: Muli-task Stacked Bi-LSTMs
MinGyou Sung, Parsa Bagherzadeh, Sabine Bergler
- 2020 (modified: 29 Mar 2022)
- SemEval@COLING 2020
- Readers: Everyone
Monitoring Discussion of Vaccine Adverse Events in the Media: Opportunities from the Vaccine Sentimeter
Guido Powell, Kate Zinszer, Jahnavi Dhananjay, Chi Bahk, Lawrence C. Madoff, John S. Brownstein, Sabine Bergler, David L. Buckeridge
- 2016 (modified: 02 Mar 2020)
- AAAI Workshop: WWW and Population Health Intelligence 2016
- Readers: Everyone
Graphical View of Blog Content Using B2G
Sabine Bergler, Jahnavi Dhananjay
- 2015 (modified: 02 Mar 2020)
- AAAI Workshop: WWW and Public Health Intelligence 2015
- Readers: Everyone
U-Compare bio-event meta-service: compatible BioNLP event extraction services
Yoshinobu Kano, Jari Björne, Filip Ginter, Tapio Salakoski, Ekaterina Buyko, Udo Hahn, K. Bretonnel Cohen, Karin Verspoor, Christophe Roeder, Lawrence E. Hunter, Halil Kilicoglu, Sabine Bergler, Sofie Van Landeghem, Thomas Van Parys, Yves Van de Peer, Makoto Miwa, Sophia Ananiadou, Mariana L. Neves, Alberto D. Pascual-Montano, Arzucan Özgür et al. (8 additional authors not shown)
- 2011 (modified: 03 Nov 2021)
- BMC Bioinform. 2011
- Readers: Everyone

View all 14 publications

Co-Authors

View all 108 co-authors