Bernardo Magnini

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Centro per la Ricerca Scientifica e Tecnologica

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Papers223 papers

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Comparing Machine Learning and Deep Learning Approaches on NLP Tasks for the Italian Language

Bernardo Magnini,Alberto Lavelli, Simone Magnolini

LREC, pp.2110-2119, (2020)

EIBibtex

Simple Data Augmentation for Multilingual NLU in Task Oriented Dialogue Systems

Samuel Louvan,Bernardo Magnini

CLiC-it, (2020)

EIBibtex

Investigating Proactivity in Task-Oriented Dialogues

Vevake Balaraman,Bernardo Magnini

CLiC-it, (2020)

EIBibtex

The E3C Project - Collection and Annotation of a Multilingual Corpus of Clinical Cases

Bernardo Magnini, Begoña Altuna,Alberto Lavelli,Manuela Speranza,Roberto Zanoli

CLiC-it, (2020)

EIBibtex

Simple is Better! Lightweight Data Augmentation for Low Resource Slot Filling and Intent Classification

Samuel Louvan,Bernardo Magnini

Bibtex

Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey

Samuel Louvan,Bernardo Magnini

COLING, pp.480-496, (2020)

EIBibtex

Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems

Balaraman Vevake,Magnini Bernardo

Cited by1Bibtex

A News Recommender System for Media Monitoring

Francesco Barile,Francesco Ricci,Marko Tkalcic,Bernardo Magnini,Roberto Zanoli,Alberto Lavelli,Manuela Speranza

WI, pp.132-140, (2019)

Cited by1EIBibtex

FASTDial: Abstracting Dialogue Policies for Fast Development of Task Oriented Agents

Serra Sinem Tekiroglu,Bernardo Magnini,Marco Guerini

ACL (3), pp.75-80, (2019)

EIBibtex

Special issue: Selected and revised papers from the 17th International Conference of the Italian Association for Artificial Intelligence

Chiara Ghidini,Bernardo Magnini, Andrea Passerini

Intelligenza Artificiale, no. 1 (2019): 1-4

EIBibtex

Leveraging Non-Conversational Tasks for Low Resource Slot Filling: Does it help

Samuel Louvan,Bernardo Magnini

SIGdial, pp.85-91, (2019)

EIBibtex

How to Use Gazetteers for Entity Recognition with Neural Models

Simone Magnolini, Valerio Piccioni, Vevake Balaraman,Marco Guerini,Bernardo Magnini

SemDeep@IJCAI, pp.40-49, (2019)

EIBibtex

A Robust Data-Driven Approach for Dialogue State Tracking of Unseen Slot Values

Balaraman Vevake,Magnini Bernardo

Bibtex

Media Monitoring using News Recommenders

Francesco Barile, Francesco Ricci, Marko Tkalcic,Bernardo Magnini, Roberto Zanoli, Alberto Lavelli, Manuela Speranza

IIR, pp.41-42, (2019)

EIBibtex

Scalable Neural Dialogue State Tracking

Vevake Balaraman,Bernardo Magnini

ASRU, pp.830-837, (2019)

EIBibtex

From General to Specific - Leveraging Named Entity Recognition for Slot Filling in Conversational Language Understanding

Samuel Louvan,Bernardo Magnini

CLiC-it, (2018)

EIBibtex

CH1: A Conversational System to Calculate Carbohydrates in a Meal

Bernardo Magnini, Vevake Balaraman,Mauro Dragoni,Marco Guerini, Simone Magnolini, Valerio Piccioni

AI*IA, pp.110-122, (2018)

Cited by2EIBibtex

What's in a Food Name - Knowledge Induction from Gazetteers of Food Main Ingredient

Bernardo Magnini, Vevake Balaraman, Simone Magnolini,Marco Guerini

CLiC-it, (2018)

EIBibtex

Exploring Named Entity Recognition As an Auxiliary Task for Slot Filling in Conversational Language Understanding

Samuel Louvan,Bernardo Magnini

SCAI@EMNLP, pp.74-80, (2018)

EIBibtex

A Methodology for Evaluating Interaction Strategies of Task-Oriented Conversational Agents

Marco Guerini, Sara Falcone,Bernardo Magnini

SCAI@EMNLP, pp.24-32, (2018)

Cited by1EIBibtex

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