Pepa Atanasova

61 papers A* 7Misc 1Journal 35Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
Can Large Language Models Still Explain Themselves? Investigating the Impact of Quantization on Self-Explanations.
CoRR
Qianli Wang, Nils Feldhus, Pepa Atanasova, Fedor Splitt, Simon Ostermann, Sebastian Möller, Vera Schmitt
2025 — conf
A Reality Check on Context Utilisation for Retrieval-Augmented Generation.
ACL (1)
Lovisa Hagström, Sara Vera Marjanovic, Haeun Yu, Arnav Arora, Christina Lioma, Maria Maistro, Pepa Atanasova, Isabelle Augenstein
2025 — conf
Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework.
NAACL (Long Papers)
Jingyi Sun, Pepa Atanasova, Isabelle Augenstein
2025 J jnl
Evaluation Framework for Highlight Explanations of Context Utilisation in Language Models.
CoRR
Jingyi Sun, Pepa Atanasova, Sagnik Ray Choudhury, Sekh Mainul Islam, Isabelle Augenstein
2025 A* conf
Graph-Guided Textual Explanation Generation Framework.
EMNLP
Shuzhou Yuan, Jingyi Sun, Ran Zhang, Michael Färber, Steffen Eger, Pepa Atanasova, Isabelle Augenstein
2025 J jnl
Local Differences, Global Lessons: Insights from Organisation Policies for International Legislation.
CoRR
Lucie-Aimée Kaffee, Pepa Atanasova, Anna Rogers
2025 J jnl
Multi-Step Knowledge Interaction Analysis via Rank-2 Subspace Disentanglement.
CoRR
Sekh Mainul Islam, Pepa Atanasova, Isabelle Augenstein
2025 A* conf
Self-Critique and Refinement for Faithful Natural Language Explanations.
EMNLP
Yingming Wang, Pepa Atanasova
2025 J jnl
Self-Critique and Refinement for Faithful Natural Language Explanations.
CoRR
Yingming Wang, Pepa Atanasova
2024 J jnl
A Reality Check on Context Utilisation for Retrieval-Augmented Generation.
CoRR
Lovisa Hagström, Sara Vera Marjanovic, Haeun Yu, Arnav Arora, Christina Lioma, Maria Maistro, Pepa Atanasova, Isabelle Augenstein
2024 J jnl
A Unified Framework for Input Feature Attribution Analysis.
CoRR
Jingyi Sun, Pepa Atanasova, Isabelle Augenstein
2024 — book
Accountable and Explainable Methods for Complex Reasoning over Text
Pepa Atanasova
2024 — conf
DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models.
EMNLP (Findings)
Sara Marjanovic, Haeun Yu, Pepa Atanasova, Maria Maistro, Christina Lioma, Isabelle Augenstein
2024 J jnl
From Internal Conflict to Contextual Adaptation of Language Models.
CoRR
Sara Vera Marjanovic, Haeun Yu, Pepa Atanasova, Maria Maistro, Christina Lioma, Isabelle Augenstein
2024 J jnl
Graph-Guided Textual Explanation Generation Framework.
CoRR
Shuzhou Yuan, Jingyi Sun, Ran Zhang, Michael Färber, Steffen Eger, Pepa Atanasova, Isabelle Augenstein
2024 — conf
Revealing the Parametric Knowledge of Language Models: A Unified Framework for Attribution Methods.
ACL (1)
Haeun Yu, Pepa Atanasova, Isabelle Augenstein
2024 J jnl
Revealing the Parametric Knowledge of Language Models: A Unified Framework for Attribution Methods.
CoRR
Haeun Yu, Pepa Atanasova, Isabelle Augenstein
2023 J jnl
Architecture and Data Knowledge of the Regional Data Center for Intelligent Agriculture.
Inf.
Emil Doychev, Atanas Terziyski, Stoyan Tenev, Asya Stoyanova-Doycheva, Vanya Ivanova, Pepa Atanasova
2023 A* conf
Explaining Interactions Between Text Spans.
EMNLP
Sagnik Ray Choudhury, Pepa Atanasova, Isabelle Augenstein
2023 J jnl
Explaining Interactions Between Text Spans.
CoRR
Sagnik Ray Choudhury, Pepa Atanasova, Isabelle Augenstein
2023 — conf
Faithfulness Tests for Natural Language Explanations.
ACL (2)
Pepa Atanasova, Oana-Maria Camburu, Christina Lioma, Thomas Lukasiewicz, Jakob Grue Simonsen, Isabelle Augenstein
2023 J jnl
Faithfulness Tests for Natural Language Explanations.
CoRR
Pepa Atanasova, Oana-Maria Camburu, Christina Lioma, Thomas Lukasiewicz, Jakob Grue Simonsen, Isabelle Augenstein
2023 — conf
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark.
ACL (1)
Momchil Hardalov, Pepa Atanasova, Todor Mihaylov, Galia Angelova, Kiril Simov, Petya Osenova, Veselin Stoyanov, Ivan Koychev, Preslav Nakov, Dragomir Radev
2023 J jnl
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark.
CoRR
Momchil Hardalov, Pepa Atanasova, Todor Mihaylov, Galia Angelova, Kiril Simov, Petya Osenova, Ves Stoyanov, Ivan Koychev, Preslav Nakov, Dragomir Radev
2022 J jnl
Accountable and Explainable Methods for Complex Reasoning over Text.
CoRR
Pepa Atanasova
2022 A* conf
Diagnostics-Guided Explanation Generation.
AAAI
Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein
2022 J jnl
Fact Checking with Insufficient Evidence.
CoRR
Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein
2022 J jnl
Fact Checking with Insufficient Evidence.
Trans. Assoc. Comput. Linguistics
Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein
2022 J jnl
Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing.
Inf.
Shailza Jolly, Pepa Atanasova, Isabelle Augenstein
2022 J jnl
Joint emotion label space modeling for affect lexica.
Comput. Speech Lang.
Luna De Bruyne, Pepa Atanasova, Isabelle Augenstein
2021 J jnl
Diagnostics-Guided Explanation Generation.
CoRR
Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein
2021 J jnl
Generating Fluent Fact Checking Explanations with Unsupervised Post-Editing.
CoRR
Shailza Jolly, Pepa Atanasova, Isabelle Augenstein
2021 A* conf
Multi-Hop Fact Checking of Political Claims.
IJCAI
Wojciech Ostrowski, Arnav Arora, Pepa Atanasova, Isabelle Augenstein
2021 J jnl
Overview of the CLEF-2019 CheckThat!: Automatic Identification and Verification of Claims.
CoRR
Tamer Elsayed, Preslav Nakov, Alberto Barrón-Cedeño, Maram Hasanain, Reem Suwaileh, Giovanni Da San Martino, Pepa Atanasova
2021 — conf
SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification.
ACL/IJCNLP (Findings)
Sara Rosenthal, Pepa Atanasova, Georgi Karadzhov, Marcos Zampieri, Preslav Nakov
2020 — conf
A Diagnostic Study of Explainability Techniques for Text Classification.
EMNLP (1)
Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein
2020 J jnl
A Diagnostic Study of Explainability Techniques for Text Classification.
CoRR
Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein
2020 J jnl
A Large-Scale Semi-Supervised Dataset for Offensive Language Identification.
CoRR
Sara Rosenthal, Pepa Atanasova, Georgi Karadzhov, Marcos Zampieri, Preslav Nakov
2020 A* conf
Generating Fact Checking Explanations.
ACL
Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein
2020 J jnl
Generating Fact Checking Explanations.
CoRR
Pepa Atanasova, Jakob Grue Simonsen, Christina Lioma, Isabelle Augenstein
2020 — conf
Generating Label Cohesive and Well-Formed Adversarial Claims.
EMNLP (1)
Pepa Atanasova, Dustin Wright, Isabelle Augenstein
2020 J jnl
Generating Label Cohesive and Well-Formed Adversarial Claims.
CoRR
Pepa Atanasova, Dustin Wright, Isabelle Augenstein
2020 J jnl
Multi-Hop Fact Checking of Political Claims.
CoRR
Wojciech Ostrowski, Arnav Arora, Pepa Atanasova, Isabelle Augenstein
2020 — conf
SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020).
SemEval@COLING
Marcos Zampieri, Preslav Nakov, Sara Rosenthal, Pepa Atanasova, Georgi Karadzhov, Hamdy Mubarak, Leon Derczynski, Zeses Pitenis, Çagri Çöltekin
2020 J jnl
SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020).
CoRR
Marcos Zampieri, Preslav Nakov, Sara Rosenthal, Pepa Atanasova, Georgi Karadzhov, Hamdy Mubarak, Leon Derczynski, Zeses Pitenis, Çagri Çöltekin
2019 J jnl
Automatic Fact-Checking Using Context and Discourse Information.
CoRR
Pepa Atanasova, Preslav Nakov, Lluís Màrquez, Alberto Barrón-Cedeño, Georgi Karadzhov, Tsvetomila Mihaylova, Mitra Mohtarami, James R. Glass
2019 J jnl
Automatic Fact-Checking Using Context and Discourse Information.
ACM J. Data Inf. Qual.
Pepa Atanasova, Preslav Nakov, Lluís Màrquez, Alberto Barrón-Cedeño, Georgi Karadzhov, Tsvetomila Mihaylova, Mitra Mohtarami, James R. Glass
2019 — conf
CheckThat! at CLEF 2019: Automatic Identification and Verification of Claims.
ECIR (2)
Tamer Elsayed, Preslav Nakov, Alberto Barrón-Cedeño, Maram Hasanain, Reem Suwaileh, Giovanni Da San Martino, Pepa Atanasova
2019 A* conf
Evaluating Variable-Length Multiple-Option Lists in Chatbots and Mobile Search.
SIGIR
Pepa Atanasova, Georgi Karadzhov, Yasen Kiprov, Preslav Nakov, Fabrizio Sebastiani
2019 J jnl
Evaluating Variable-Length Multiple-Option Lists in Chatbots and Mobile Search.
CoRR
Pepa Atanasova, Georgi Karadzhov, Yasen Kiprov, Preslav Nakov, Fabrizio Sebastiani
2019 Misc conf
It Takes Nine to Smell a Rat: Neural Multi-Task Learning for Check-Worthiness Prediction.
RANLP
Slavena Vasileva, Pepa Atanasova, Lluís Màrquez, Alberto Barrón-Cedeño, Preslav Nakov
2019 J jnl
It Takes Nine to Smell a Rat: Neural Multi-Task Learning for Check-Worthiness Prediction.
CoRR
Slavena Vasileva, Pepa Atanasova, Lluís Màrquez, Alberto Barrón-Cedeño, Preslav Nakov
2019 J jnl
Joint Emotion Label Space Modelling for Affect Lexica.
CoRR
Luna De Bruyne, Pepa Atanasova, Isabelle Augenstein
2019 — conf
Overview of the CLEF-2019 CheckThat! Lab: Automatic Identification and Verification of Claims.
CLEF
Tamer Elsayed, Preslav Nakov, Alberto Barrón-Cedeño, Maram Hasanain, Reem Suwaileh, Giovanni Da San Martino, Pepa Atanasova
2019 — conf
Overview of the CLEF-2019 CheckThat! Lab: Automatic Identification and Verification of Claims. Task 1: Check-Worthiness.
CLEF (Working Notes)
Pepa Atanasova, Preslav Nakov, Georgi Karadzhov, Mitra Mohtarami, Giovanni Da San Martino
2019 — conf
SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums.
SemEval@NAACL-HLT
Tsvetomila Mihaylova, Georgi Karadzhov, Pepa Atanasova, Ramy Baly, Mitra Mohtarami, Preslav Nakov
2019 J jnl
SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums.
CoRR
Tsvetomila Mihaylova, Georgi Karadjov, Pepa Atanasova, Ramy Baly, Mitra Mohtarami, Preslav Nakov
2018 — conf
Overview of the CLEF-2018 CheckThat! Lab on Automatic Identification and Verification of Political Claims.
CLEF
Preslav Nakov, Alberto Barrón-Cedeño, Tamer Elsayed, Reem Suwaileh, Lluís Màrquez, Wajdi Zaghouani, Pepa Atanasova, Spas Kyuchukov, Giovanni Da San Martino
2018 — conf
Overview of the CLEF-2018 CheckThat! Lab on Automatic Identification and Verification of Political Claims. Task 1: Check-Worthiness.
CLEF (Working Notes)
Pepa Atanasova, Lluís Màrquez, Alberto Barrón-Cedeño, Tamer Elsayed, Reem Suwaileh, Wajdi Zaghouani, Spas Kyuchukov, Giovanni Da San Martino, Preslav Nakov
2018 J jnl
Overview of the CLEF-2018 CheckThat! Lab on Automatic Identification and Verification of Political Claims. Task 1: Check-Worthiness.
CoRR
Pepa Atanasova, Alberto Barrón-Cedeño, Tamer Elsayed, Reem Suwaileh, Wajdi Zaghouani, Spas Kyuchukov, Giovanni Da San Martino, Preslav Nakov
2018 — conf
Overview of the CLEF-2018 CheckThat! Lab on Automatic Identification and Verification of Political Claims. Task 2: Factuality.
CLEF (Working Notes)
Alberto Barrón-Cedeño, Tamer Elsayed, Reem Suwaileh, Lluís Màrquez, Pepa Atanasova, Wajdi Zaghouani, Spas Kyuchukov, Giovanni Da San Martino, Preslav Nakov