Pepa Atanasova
17 papers · 2019–2025 · 6 venues · across top CS/AI venues
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (39)
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Dynamic Duo
(12)
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Research topics
Machine Learning
(13)
Natural Language Processing
(11)
Artificial Intelligence
(8)
Applications
(8)
Core AI
(8)
Learning Types
(8)
Resources & Methods
(4)
Deep Learning
(3)
Core Methods
(3)
Optimization & Theory
(3)
Understanding
(3)
Application Areas
(2)
Generation
(2)
Computer Science
(1)
Computer Vision
(1)
Keywords
language model
(4)
fact checking
(4)
model interpretability
(4)
explanation generation
(3)
claim verification
(3)
natural language explanation
(3)
text classification
(3)
feature attribution
(3)
information retrieval
(2)
text generation
(2)
faithfulness test
(2)
natural language inference
(2)
retrieval-augmented generation
(2)
large language model
(2)
natural language processing
(1)
named entity recognition
(1)
question answering
(1)
sentiment analysis
(1)
multi-task learning
(1)
natural language generation
(1)
Papers
A Reality Check on Context Utilisation for Retrieval-Augmented Generation
ACL 2025
Evaluating Input Feature Explanations through a Unified Diagnostic Evaluation Framework
NAACL 2025
Graph-Guided Textual Explanation Generation Framework
EMNLP 2025
Self-Critique and Refinement for Faithful Natural Language Explanations
EMNLP 2025
DYNAMICQA: Tracing Internal Knowledge Conflicts in Language Models
EMNLP 2024
Revealing the Parametric Knowledge of Language Models: A Unified Framework for Attribution Methods
ACL 2024
bgGLUE: A Bulgarian General Language Understanding Evaluation Benchmark
ACL 2023
Explaining Interactions Between Text Spans
EMNLP 2023
Faithfulness Tests for Natural Language Explanations
ACL 2023
Diagnostics-Guided Explanation Generation
AAAI 2022
Multi-Hop Fact Checking of Political Claims
IJCAI 2021
SOLID: A Large-Scale Semi-Supervised Dataset for Offensive Language Identification
ACL 2021
A Diagnostic Study of Explainability Techniques for Text Classification
EMNLP 2020
Generating Fact Checking Explanations
ACL 2020
Generating Label Cohesive and Well-Formed Adversarial Claims
EMNLP 2020
SemEval-2020 Task 12: Multilingual Offensive Language Identification in Social Media (OffensEval 2020)
SemEval 2020
SemEval-2019 Task 8: Fact Checking in Community Question Answering Forums
SemEval 2019