🧑‍🔬 Pepa Atanasova

Affiliations

• University of Copenhagen · Copenhagen, Denmark — current · 2019–2026 on 51 papers
• Sofia University "St. Kliment Ohridski" · Sofia, Bulgaria — 2019–2023 on 4 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 7 more institutions on single bylines are not listed.

Topics

Evaluation & benchmarks1Interpretability1

Papers

The most cited first (OpenAlex and our library).

1. A Diagnostic Study of Explainability Techniques for Text Classification (2020 · 273 citations)
   Post-hoc explainability methods assign saliency scores to input words, but they often disagree with one another, and practitioners have little guidance on which method suits a given task and model.
2. Generating Fact Checking Explanations (2020 · 219 citations)
   Most automated fact checking research predicts whether a claim is true. The hardest step for human fact checkers, writing a justification for the verdict, has stayed manual. Atanasova et al. present the first study of producing such veracity explanations automatically. They frame it as extractive summarisation. Given…
3. Overview of the CLEF-2019 CheckThat!: Automatic Identification and Verification of Claims (2021 · 23 citations)
   The CheckThat! lab at CLEF 2019 is the second edition of a shared evaluation campaign on automated fact-checking.

Also in our library

5 more works of theirs are in our library without a page here yet; they will appear as we publish them.

Co-authors here

9 co-authors with a page, the most papers together first.

• Christina Lioma ×2
• Isabelle Augenstein ×2
• Jakob Grue Simonsen ×2
• Alberto Barron-Cedeno
• Giovanni Da San Martino
• Maram Hasanain
• Preslav Nakov
• Reem Suwaileh
• Tamer Elsayed

Cited by

Papers of our library cite their works 326 times (of the 140 884 papers whose bibliographies we read); 16 citing papers with a page here →.

This page in Markdown → https://md.research.elamur.ai/free/en/authors/pepa-atanasova/