--- title: "Sabine Bergler — author profile and papers · Summarization" description: "Sabine Bergler, Concordia University: 3 papers on Elamur Research (2008–2026), h-index 20 — affiliations, topics, co-authors and who cites…" canonical: "https://research.elamur.ai/free/en/authors/sabine-bergler/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/sabine-bergler/) [home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / Sabine Bergler # Sabine Bergler Sabine Bergler has 3 papers in our library, in 2008–2026, most of them on [Summarization](https://md.research.elamur.ai/free/en/topics/summarization/); often with [Halil Kilicoglu](https://md.research.elamur.ai/free/en/authors/halil-kilicoglu/). 3 papers in our library · 2008–2026 [OpenAlex](https://openalex.org/A5003653341) · [ORCID](https://orcid.org/0000-0001-9987-6747) · [**h-index 20**](https://openalex.org/authors/A5003653341) · [137 works](https://openalex.org/works?filter=author.id:A5003653341) · [1,833 citations](https://openalex.org/works?filter=author.id:A5003653341&sort=cited_by_count:desc) OpenAlex, 2026-10-14 [📄 3 works in our library](https://md.research.elamur.ai/free/en/authors/sabine-bergler/#papers) · [🔗 Cited 48 times in our library](https://md.research.elamur.ai/free/en/authors/sabine-bergler/cited-by/) · [⭐ Paper Stars ranking: #6610](https://md.research.elamur.ai/free/en/paper-stars/page/67/#star-6610) The profile is the library's match of the name; two people with one name are not always told apart. Elsewhere: [Google Scholar](https://scholar.google.com/citations?view_op=search_authors&mauthors=Sabine+Bergler) · [Semantic Scholar](https://www.semanticscholar.org/search?q=Sabine+Bergler) · [dblp](https://dblp.org/search?q=Sabine+Bergler) · [ACL Anthology](https://aclanthology.org/search/?q=Sabine+Bergler) ## Affiliations [🎓**Concordia University** Montreal · Canada 1993–2026 · 87 papersEmployment · Full Professor, Computer Science and Software Engineering*current*](https://md.research.elamur.ai/free/en/universities/concordia-university/) · [🎓**Concordia University** Portland · United States 2005–2023 · 5 papers](https://ror.org/04dwckp88) · [🎓**Brandeis University** Waltham · United States 1990–1992 · 4 papers](https://md.research.elamur.ai/free/en/universities/brandeis-university/) From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 4 more institutions on single bylines are not listed. ## Fields, topics and concepts Of its works in our library, with the number of works on each. 📚 Shelves 5 The field of science this work belongs to (OpenAlex fields).[Arts and Humanities · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Artificial Intelligence · 3 works](https://md.research.elamur.ai/free/en/shelves/computer-science/artificial-intelligence/) · [Language and Linguistics · 3 works](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/language-and-linguistics/) · [Literature and Literary Theory · 1 work](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/literature-and-literary-theory/) 🧭 Topics 1 Research subjects and languages the work is about.[Summarization · 1 work](https://md.research.elamur.ai/free/en/topics/summarization/) ## Works by year ### 2020s [**2026** 1 paper](https://md.research.elamur.ai/free/en/authors/sabine-bergler/year/2026/) ### 2010s [**2010** 1 paper](https://md.research.elamur.ai/free/en/authors/sabine-bergler/year/2010/) ### 2000s [**2008** 1 paper](https://md.research.elamur.ai/free/en/authors/sabine-bergler/year/2008/) ## Papers The most cited first (OpenAlex and our library). 1. **[Recognizing Speculative Language in Biomedical Research Articles: A Linguistically Motivated Perspective](https://md.research.elamur.ai/free/en/papers/kilicoglu-2008-recognizing-speculative-language-biomedical-research/)** *(2008 · 162 citations)* Biomedical articles are full of tentative claims. Extraction systems that treat every sentence as a plain assertion can misread them, and in some cases a hedge even flips the meaning of the fact. Earlier work classified sentences as speculative using single-word features or simple substring matching. Kilicoglu and… 2. **[A High-Precision Approach to Detecting Hedges and their Scopes](https://md.research.elamur.ai/free/en/papers/kilicoglu-2010-high-precision-approach-detecting-hedges/)** *(2010 · 25 citations)* Kilicoglu and Bergler take their earlier biomedical speculation-detection system and enter it in the hedge detection shared task held at CoNLL-2010. 3. **[Modeling Perspectives in NLP: Parameter-Efficient Perspective Conditioning for Span Extraction and Summarization](https://md.research.elamur.ai/free/en/papers/saisudha-2026-modeling-perspectives-nlp-parameter-efficient/)** *(2026)* Healthcare community question-answering threads mix several viewpoints: personal experience, advice, causes, follow-up questions and factual information. ## Co-authors here 1 co-author with a page, the most papers together first. - [Halil Kilicoglu](https://md.research.elamur.ai/free/en/authors/halil-kilicoglu/) ×2 ## Venues Where their works here were published, the most works first, with the editions of those that have a page. - [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/): [CoNLL 2010](https://md.research.elamur.ai/free/en/venues/conll/2010/) - [edition of NLPerspectives](https://md.research.elamur.ai/free/en/venues/nlperspectives/): [edition of NLPerspectives 2026](https://md.research.elamur.ai/free/en/venues/nlperspectives/2026/) - Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing ## Cited by Papers of our library cite their works 48 times (of the 149,439 papers whose bibliographies we read); [18 citing papers with a page here →](https://md.research.elamur.ai/free/en/authors/sabine-bergler/cited-by/). Updated 1 November 2026