1. PAPOTTI Paolo
  2. PAPOTTI Paolo
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PAPOTTI Paolo

Conference

Satriani, Dario; Veltri, Enzo; Santoro, Donatello; Rosato, Sara; Varriale, Simone; Papotti, Paolo

Logical and physical optimizations for SQL query execution over large language models

SIGMOD/PODS 2025, ACM International Conference on Management of Data, June 22-27, 2025, Berlin, Germany
Detail
Document
BIBTEX

Conference

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

Conference

Papicchio, Simone; Rossi, Simone; Cagliero, Luca; Papotti, Paolo

Think2SQL: Reinforce LLM reasoning capabilities for Text2SQL

Submitted to ArXiV, 21 April 2025
Detail
ARXIV
BIBTEX

Conference

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
Detail
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

Conference

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
Detail
Document
HAL
BIBTEX

Conference

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
Detail
Document
BIBTEX

Conference

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

Detail
Document
DOI
BIBTEX