Alessio Cocchieri
8 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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The Questioner
(5)
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Research topics
Artificial Intelligence
(7)
Natural Language Processing
(6)
Core AI
(5)
Machine Learning
(4)
Applications
(4)
Resources & Methods
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Learning Paradigms
(2)
Learning Types
(2)
Understanding
(2)
Deep Learning
(1)
Generation
(1)
Optimization & Theory
(1)
Keywords
large language model
(7)
medical question answering
(3)
benchmark evaluation
(3)
text classification
(1)
model calibration
(1)
logical reasoning
(1)
mathematical reasoning
(1)
question answering
(1)
text generation
(1)
instruction following
(1)
language model
(1)
retrieval-augmented generation
(1)
humor understanding
(1)
model reliability
(1)
multimodal reasoning
(1)
medical domain
(1)
low-resource setting
(1)
clinical decision-making
(1)
knowledge grounding
(1)
knowledge retrieval
(1)
Papers
LLMs (Almost) Never Abstain Under Medical Uncertainty
ACL 2026
ReMedQA: Are We Done With Medical Multiple-Choice Benchmarks?
EACL 2026
Sycophants in the Courtroom: Are LLMs Fragile to Juridical Authority and Evolving Legal Standards?
ACL 2026
Can Large Language Models Win the International Mathematical Games?
EMNLP 2025
OpenBioNER: Lightweight Open-Domain Biomedical Named Entity Recognition Through Entity Type Description
NAACL 2025
“What do you call a dog that is incontrovertibly true? Dogma”: Testing LLM Generalization through Humor
ACL 2025
ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions
ACL 2025
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering
ACL 2024