1. CORALLO Giulio
  2. CORALLO Giulio
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CORALLO Giulio

Conférence

Corallo, Giulio; Faure-Rolland, Elia; Lamari, Miriam; Papotti, Paolo

TableKV: KV cache compression for in-context table processing

TRL 2025, 4th Table Representation Learning Workshop at ACL 2025, 27 July-1 August 2025, Vienna, Austria
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Rapport

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
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ARXIV
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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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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
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Journal

Franzese, Giulio; Martini, Mattia; Corallo, Giulio; Papotti, Paolo; Michiardi, Pietro

Latent abstractions in generative diffusion models

Submitted to ArXiV, 4 October 2024
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ARXIV
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