1. PAPOTTI Paolo
  2. PAPOTTI Paolo
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PAPOTTI Paolo

Conférence

Sánchez Pérez, Alberto; Boukhary, Alaa; Papotti, Paolo; Castejón Lozano, Luis; Elwood, Adam

An LLM-based approach for insight generation in data analysis

NAACL 2025, Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics, April 29-May 4, 2025, Albuquerque, New Mexico
Detail
ARXIV
BIBTEX

Conférence

Corallo, Giulio; Weller, Orion; Petroni, Fabio; Papotti, Paolo

Beyond RAG: Task-aware KV cache compression for comprehensive knowledge reasoning

Submitted to ArXiV, 6 March 2025
Detail
ARXIV
BIBTEX

Poster / Demo

Papicchio, Simone; Cagliero, Luca; Papotti, Paolo

Evaluating ambiguous questions in Text2SQL

ELLIS workshop on Representation Learning and Generative Models for Structured Data,
27 February 2025, Amsterdam, The Netherlands
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Document
BIBTEX

Talk

Papotti, Paolo

SQL and large language models: A marriage made in heaven?

ELLIS workshop on Representation Learning and Generative Models for Structured Data, 27 February 2025, Amsterdam, The Netherlands
Detail
BIBTEX

Journal

Papicchio, Simone; Papotti, Paolo; Cagliero, Luca

QATCH: Automatic evaluation of SQL-centric tasks on proprietary data

ACM Transactions on Intelligent Systems and Technology, 20 January 2025
Detail
DOI
BIBTEX

Conférence

Flaccavento, Alessandra; Peskine, Youri; Papotti, Paolo; Torlone, Riccardo; Troncy, Raphaël

Automated detection of tropes in short texts

COLING 2025, 31st International Conference on Computational Linguistics, 19-24 January 2025, Abu Dhabi, UAE
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Document
HAL
BIBTEX

Conférence

Bonino, Giulia; Sanmartino, Gabriele; Gatti Pinheiro, Giovanni; Papotti, Paolo; Troncy, Raphaël; Michiardi, Pietro

EULER: Fine Tuning a Large Language Model for Socratic Interactions

AIxEDU 2024, 2nd International Workshop on Artificial Intelligence Systems in Education, 25-28 November 2024, Bolzano, Italy
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Document
BIBTEX

Conférence

Corallo, Giulio; Papotti, Paolo

FINCH: Prompt-guided key-value cache compression for large language models

EMNLP 2024, Conference on Empirical Methods in Natural Language Processing, 12-16 November 2024, Miami, Florida, USA / Also published in Transactions of the Association for Computational Linguistics, Vol.12, 2024

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Document
DOI
BIBTEX

Journal

Corallo, Giulio; Papotti, Paolo

Finch: Prompt-guided key-value cache compression

EMNLP 2024, Conference on Empirical Methods in Natural Language Processing, 12-16 November 2024, Miami, Florida, USA / Also in TACL (Transactions of the Association for Computational Linguistics), Vol.12, 2024
Detail
DOI
BIBTEX

Conférence

Bussotti, Jean-Flavien; Ragazzi, Luca; Frisoni, Giacomo; Moro, Gianluca; Papotti, Paolo

Unknown claims: Generation of fact-checking training examples from unstructured and structured data

EMNLP 2024, Conference on Empirical Methods in Natural Language Processing, 12-16 November 2024, Miami, FL, USA
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HAL
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