Search Results for author: Luca Cagliero

Found 5 papers, 3 papers with code

End-to-end Training For Financial Report Summarization

1 code implementation FNP (COLING) 2020 Moreno La Quatra, Luca Cagliero

Quoted companies are requested to periodically publish financial reports in textual form.

M3-VRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding

no code implementations28 Feb 2024 Yihao Ding, Lorenzo Vaiani, Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero

This paper presents a groundbreaking multimodal, multi-task, multi-teacher joint-grained knowledge distillation model for visually-rich form document understanding.

document understanding Knowledge Distillation

DQNC2S: DQN-based Cross-stream Crisis event Summarizer

1 code implementation12 Jan 2024 Daniele Rege Cambrin, Luca Cagliero, Paolo Garza

Summarizing multiple disaster-relevant data streams simultaneously is particularly challenging as existing Retrieve&Re-ranking strategies suffer from the inherent redundancy of multi-stream data and limited scalability in a multi-query setting.

Re-Ranking

Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection

no code implementations13 Oct 2023 Davide Napolitano, Lorenzo Vaiani, Luca Cagliero

The Document-based Visual Question Answering competition addresses the automatic detection of parent-child relationships between elements in multi-page documents.

Language Modelling Masked Language Modeling +3

ITALIC: An Italian Intent Classification Dataset

1 code implementation14 Jun 2023 Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Baralis

Recent large-scale Spoken Language Understanding datasets focus predominantly on English and do not account for language-specific phenomena such as particular phonemes or words in different lects.

Classification intent-classification +4

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