Elena Simperl
14 papers · 2016–2026 · 8 venues · across top CS/AI venues
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Research topics
Natural Language Processing
(10)
Machine Learning
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Artificial Intelligence
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Core AI
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(6)
Deep Learning
(4)
Knowledge & Reasoning
(3)
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Keywords
knowledge graph
(3)
large language model
(3)
multimodal learning
(2)
automated fact-checking
(2)
vision-language model
(2)
text classification
(2)
benchmark dataset
(2)
misinformation detection
(2)
zero-shot learning
(2)
text generation
(2)
visual question answering
(1)
text summarization
(1)
knowledge base
(1)
machine learning
(1)
transfer learning
(1)
machine-generated text detection
(1)
natural language processing
(1)
recurrent neural network
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convolutional neural network
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natural language generation
(1)
Papers
Multilingual and Cross-Lingual Citation Needed Detection on Wikipedia for Lower-Resource Languages
ACL 2026
Schema Generation for Large Knowledge Graphs Using Large Language Models
EMNLP 2025
WETBench: A Benchmark for Detecting Task-Specific Machine-Generated Text on Wikipedia
ACL 2025
A Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation
EACL 2024
ChartCheck: Explainable Fact-Checking over Real-World Chart Images
ACL 2024
Croissant: A Metadata Format for ML-Ready Datasets
NeurIPS 2024
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data
EMNLP 2023
Multimodal Automated Fact-Checking: A Survey
EMNLP 2023
Reading and Reasoning over Chart Images for Evidence-based Automated Fact-Checking
EACL 2023
A Decade of Knowledge Graphs in Natural Language Processing: A Survey
AACL 2022
PubHealthTab: A Public Health Table-based Dataset for Evidence-based Fact Checking
NAACL 2022
Point at the Triple: Generation of Text Summaries from Knowledge Base Triples (Extended Abstract)
IJCAI 2020
Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata
NAACL 2018
A Neural Network Approach for Knowledge-Driven Response Generation
COLING 2016