Simone Balloccu
8 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (20)
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Keyword Pioneer
🐣
Hot Topic Early Bird
❓
The Questioner
Conferences
EACL (3)
ACL (2)
EMNLP (2)
COLING (1)
Top co-authors
Keywords
large language model
(3)
human evaluation
(2)
annotation quality
(2)
language model
(2)
document understanding
(1)
llm evaluation
(1)
natural language generation
(1)
human-ai collaboration
(1)
dialogue generation
(1)
evaluation benchmark
(1)
pre-trained language model
(1)
table question answering
(1)
data contamination
(1)
safety assessment
(1)
dialogue system
(1)
affective computing
(1)
model evaluation
(1)
dialogue summarization
(1)
error analysis
(1)
dataset creation
(1)
Papers
ARQA: A Benchmark for Grounded Table–Text QA in Enterprise Annual Reports
EACL 2026
LLMs as Span Annotators: A Comparative Study of LLMs and Humans
EACL 2026
ReproHum #0043-4: Evaluating Summarization Models: investigating the impact of education and language proficiency on reproducibility
COLING 2024
Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs
EACL 2024
Ask the experts: sourcing a high-quality nutrition counseling dataset through Human-AI collaboration
EMNLP 2024
Are Experts Needed? On Human Evaluation of Counselling Reflection Generation
ACL 2023
Towards In-Context Non-Expert Evaluation of Reflection Generation for Counselling Conversations
EMNLP 2022
Beyond calories: evaluating how tailored communication reduces emotional load in diet-coaching
ACL 2022