Search Results for author: Luca Cagliero

Found 6 papers, 4 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.

Benchmarking Representations for Speech, Music, and Acoustic Events

1 code implementation2 May 2024 Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi

Limited diversity in standardized benchmarks for evaluating audio representation learning (ARL) methods may hinder systematic comparison of current methods' capabilities.

Audio Classification Benchmarking +1

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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