Luca Cagliero
17 papers · 2020–2026 · 7 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (40) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Keyword Champion
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Keyword Collector
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Prolific Year Β· Productive
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Renaissance Researcher
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(13)
Artificial Intelligence
(10)
Core AI
(9)
Applications
(8)
Machine Learning
(7)
Deep Learning
(4)
Understanding
(4)
Application Areas
(3)
Learning Paradigms
(3)
Learning Types Β· Deep Learning
(3)
Resources & Methods
(3)
Speech & Audio
(2)
Learning Types Β· Machine Learning
(2)
Recognition
(2)
Data Science & Analytics
(1)
Keywords
large language model
(5)
multimodal learning
(3)
speech recognition
(2)
chain-of-thought prompting
(2)
semantic parsing
(2)
zero-shot learning
(2)
intent classification
(2)
transformer model
(2)
text classification
(1)
multilingual nlp
(1)
sentiment analysis
(1)
temporal reasoning
(1)
benchmark evaluation
(1)
social media analysis
(1)
knowledge distillation
(1)
attention mechanism
(1)
few-shot learning
(1)
text generation
(1)
chain-of-thought reasoning
(1)
visual question answering
(1)
Papers
Benchmarking Visual LLMs Resilience to Unanswerable Questions on Visually Rich Documents
AAAI 2026
BitsAndBites at SemEval-2025 Task 9: Improving Food Hazard Detection with Sequential Multitask Learning and Large Language Models
SemEval 2025
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs
ACL 2025
It is not a piece of cake for GPT: Explaining Textual Entailment Recognition in the presence of Figurative Language
COLING 2025
PoliTo at SemEval-2025 Task 1: Beyond Literal Meaning: A Chain-of-Though Approach for Multimodal Idiomacity Understanding
SemEval 2025
Privacy Preserving Data Selection for Bias Mitigation in Speech Models
ACL 2025
SQUAB: Evaluating LLM robustness to Ambiguous and Unanswerable Questions in Semantic Parsing
EMNLP 2025
3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding
ACL 2024
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning
EMNLP 2024
Keyword-based Annotation of Visually-Rich Document Content for Trend and Risk Analysis Using Large Language Models
COLING 2024
MAINDZ at SemEval-2024 Task 5: CLUEDO - Choosing Legal oUtcome by Explaining Decision through Oversight
SemEval 2024
ITALIC: An Italian Intent Classification Dataset
Interspeech 2023
PoliTo at SemEval-2023 Task 1: CLIP-based Visual-Word Sense Disambiguation Based on Back-Translation
SemEval 2023
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction
SemEval 2023
QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data
NeurIPS 2023
Transformer-based Prediction of Emotional Reactions to Online Social Network Posts
ACL 2023
End-to-end Training For Financial Report Summarization
COLING 2020