Faculty profile
Sabine Bergler
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Research
Latest papers
Automatic Extraction of Medication Mentions from Tweets-Overview of the BioCreative VII Shared Task 3 Competition.
Database : the journal of biological databases and curation · 2023
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations.
Database : the journal of biological databases and curation · 2022
Biological event composition.
BMC bioinformatics · 2012 · senior author
Latest funding
- $72,000
Injecting Knowledge into Heterogeneous Deep Learning Architectures
NSERC · 2023 · Principal investigator
- $174,680
RISE: Reflective Iterative Scenario Enactments of Futuristic Cataclysms through Collaborative Mini-Operas
SSHRC · 2020 · Co-investigator
- $129,039
RISE: Reflective Iterative Scenario Enactments of Futuristic Cataclysms through Collaborative Mini-Operas
SSHRC · 2020 · Co-investigator
4 publications.
Automatic Extraction of Medication Mentions from Tweets-Overview of the BioCreative VII Shared Task 3 Competition.
Weissenbacher D, O'Connor K, Rawal S, Zhang Y, Tsai RT, Miller T, Xu D, Anderson C, Liu B, Han Q, Zhang J, Kulev I, Köprü B, Rodriguez-Esteban R, Ozkirimli E, Ayach A, Roller R, Piccolo S, Han P, Vydiswaran VGV, Tekumalla R, Banda JM, Bagherzadeh P, Bergler S, Silva JF, Almeida T, Martinez P, Rivera-Zavala R, Wang CK, Dai HJ, Alberto Robles Hernandez L, Gonzalez-Hernandez G
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations.
Chen Q, Allot A, Leaman R, Islamaj R, Du J, Fang L, Wang K, Xu S, Zhang Y, Bagherzadeh P, Bergler S, Bhatnagar A, Bhavsar N, Chang YC, Lin SJ, Tang W, Zhang H, Tavchioski I, Pollak S, Tian S, Zhang J, Otmakhova Y, Yepes AJ, Dong H, Wu H, Dufour R, Labrak Y, Chatterjee N, Tandon K, Laleye FAA, Rakotoson L, Chersoni E, Gu J, Friedrich A, Pujari SC, Chizhikova M, Sivadasan N, Vg S, Lu Z
Biological event composition.
Kilicoglu H, Bergler S
Recognizing speculative language in biomedical research articles: a linguistically motivated perspective.
Kilicoglu H, Bergler S
Injecting Knowledge into Heterogeneous Deep Learning Architectures
Principal investigators: Bergler, Sabine
Keywords: ai; natural language processing; machine learning; deep learning; knowledge injection; transfer learning
RISE: Reflective Iterative Scenario Enactments of Futuristic Cataclysms through Collaborative Mini-Operas
Principal investigators: Tsabary, Eldad
Keywords: cataclysms; collective fear; research-creation; opera; community music; speculative research; scenario enactment; dramaturgy; artivism; artificial intelligence; surveillance; future; large collaboration
RISE: Reflective Iterative Scenario Enactments of Futuristic Cataclysms through Collaborative Mini-Operas
Principal investigators: Tsabary, Eldad
Keywords: cataclysms; collective fear; research-creation; opera; community music; speculative research; scenario enactment; dramaturgy; artivism; artificial intelligence; surveillance; future; large collaboration
Des récits à la carte : méthodologies, technologies et approches sensibles pour cartographier des récits de vie de réfugiés rwandais
Principal investigators: Caquard, Sebastien
Keywords: cartographie; géoweb; histoire orale; récits; réfugiés; Rwanda
Combining Compositional Semantics Modules
Principal investigators: Bergler, Sabine
Event detection and tracking in Twitter
Principal investigators: Bergler, Sabine
Language and context
Principal investigators: Gillon, Brendan S.
Keywords: context; context sensitivity; context dependence; context sets; deixis; utterance; pragmatics; semantics; model theory; cotext; anaphora
Competitive environment for today's terabyte-level document collections
Principal investigators: Kosseim, Leila
Composing meaning
Principal investigators: Bergler, Sabine
Coherent multi-document summarisation
Principal investigators: Bergler, Sabine
From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.
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