Giuseppe Castellucci

According to our database, Giuseppe Castellucci authored at least 44 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces.

Nikhita Vedula, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko, Shervin Malmasi

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2024

Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data.

Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers.

Lütfi Kerem Senel, Besnik Fetahu, Davis Yoshida, Zhiyu Chen, Giuseppe Castellucci, Nikhita Vedula, Jason Ingyu Choi, Shervin Malmasi

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Evaluation Metrics of Language Generation Models for Synthetic Traffic Generation Tasks.

Simone Filice, Jason Ingyu Choi, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko

CoRR, 2023

Composing Spoken Hints for Follow-on Question Suggestion in Voice Assistants.

Pedro Faustini, Besnik Fetahu, Giuseppe Castellucci, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Follow-on Question Suggestion via Voice Hints for Voice Assistants.

Besnik Fetahu, Pedro Faustini, Anjie Fang, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems.

Tuan Manh Lai, Giuseppe Castellucci, Saar Kuzi, Heng Ji, Oleg Rokhlenko

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022

Alexa, Let's Work Together: Introducing the First Alexa Prize TaskBot Challenge on Conversational Task Assistance.

Anna Gottardi, Osman Ipek, Giuseppe Castellucci, Shui Hu, Lavina Vaz, Yao Lu, Anju Khatri, Anjali Chadha, Desheng Zhang, Sattvik Sahai, Prerna Dwivedi, Hangjie Shi, Lucy Hu, Andy Huang, Luke Dai, Bofei Yang, Varun Somani, Pankaj Rajan, Ron Rezac, Michael Johnston, Savanna Stiff, Leslie Ball, David Carmel, Yang Liu, Dilek Hakkani-Tur, Oleg Rokhlenko, Kate Bland, Eugene Agichtein, Reza Ghanadan, Yoelle Maarek

CoRR, 2022

Learning to Generate Examples for Semantic Processing Tasks.

Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks.

Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings.

Jason Ingyu Choi, Saar Kuzi, Nikhita Vedula, Jie Zhao, Giuseppe Castellucci, Marcus D. Collins, Shervin Malmasi, Oleg Rokhlenko, Eugene Agichtein

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021

VoiSeR: A New Benchmark for Voice-Based Search Refinement.

Simone Filice, Giuseppe Castellucci, Marcus D. Collins, Eugene Agichtein, Oleg Rokhlenko

Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

Learning to Solve NLP Tasks in an Incremental Number of Languages.

Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Continual Learning for Named Entity Recognition.

Natawut Monaikul, Giuseppe Castellucci, Simone Filice, Oleg Rokhlenko

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Adversarial training for few-shot text classification.

Danilo Croce, Giuseppe Castellucci, Roberto Basili

Intelligenza Artificiale, 2020

GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples.

Danilo Croce, Giuseppe Castellucci, Roberto Basili

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model.

Giuseppe Castellucci, Valentina Bellomaria, Andrea Favalli, Raniero Romagnoli

CoRR, 2019

Almawave-SLU: A New Dataset for SLU in Italian.

Valentina Bellomaria, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli

Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Kernel-Based Generative Adversarial Networks for Weakly Supervised Learning.

Danilo Croce, Giuseppe Castellucci, Roberto Basili

Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

2018

Transfer Learning for Industrial Applications of Named Entity Recognition.

Lingzhen Chen, Alessandro Moschitti, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli

Proceedings of the 2nd Workshop on Natural Language for Artificial Intelligence (NL4AI 2018) co-located with 17th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2018), 2018

2017

KELP: a Kernel-based Learning Platform.

Simone Filice, Giuseppe Castellucci, Giovanni Da San Martino, Alessandro Moschitti, Danilo Croce, Roberto Basili

J. Mach. Learn. Res., 2017

Structured learning for spoken language understanding in human-robot interaction.

Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili, Daniele Nardi

Int. J. Robotics Res., 2017

Neural Sentiment Analysis for a Real-World Application.

Daniele Bonadiman, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli, Alessandro Moschitti

Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), 2017

Deep Learning in Semantic Kernel Spaces.

Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili

Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016

A Language Independent Method for Generating Large Scale Polarity Lexicons.

Giuseppe Castellucci, Danilo Croce, Roberto Basili

Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Injecting Sentiment Information in Context-aware Convolutional Neural Networks.

Danilo Croce, Giuseppe Castellucci, Roberto Basili

Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Context-aware Convolutional Neural Networks for Twitter Sentiment Analysis in Italian.

Giuseppe Castellucci, Danilo Croce, Roberto Basili

Proceedings of Third Italian Conference on Computational Linguistics (CLiC-it 2016) & Fifth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2016), 2016

Spoken Language Understanding for Service Robotics in Italian.

Andrea Vanzo, Danilo Croce, Giuseppe Castellucci, Roberto Basili, Daniele Nardi

Proceedings of the AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29, 2016

User Mood Tracking for Opinion Analysis on Twitter.

Giuseppe Castellucci, Danilo Croce, Diego De Cao, Roberto Basili

Proceedings of the AI*IA 2016: Advances in Artificial Intelligence - XVth International Conference of the Italian Association for Artificial Intelligence, Genova, Italy, November 29, 2016

2015

Acquiring a Large Scale Polarity Lexicon Through Unsupervised Distributional Methods.

Giuseppe Castellucci, Danilo Croce, Roberto Basili

Proceedings of the Natural Language Processing and Information Systems, 2015

A Compositional Perspective in Convolution Kernels.

Roberto Basili, Paolo Annesi, Giuseppe Castellucci, Danilo Croce

Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Bootstrapping Large Scale Polarity Lexicons through Advanced Distributional Methods.

Giuseppe Castellucci, Danilo Croce, Roberto Basili

Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

KeLP: a Kernel-based Learning Platform for Natural Language Processing.

Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

UNITOR: Aspect Based Sentiment Analysis with Structured Learning.

Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili

Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets.

Emanuele Bastianelli, Luca Iocchi, Daniele Nardi, Giuseppe Castellucci, Danilo Croce, Roberto Basili

Proceedings of the RoboCup 2014: Robot World Cup XVIII [papers from the 18th Annual RoboCup International Symposium, 2014

HuRIC: a Human Robot Interaction Corpus.

Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Luca Iocchi, Roberto Basili, Daniele Nardi

Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Effective Kernelized Online Learning in Language Processing Tasks.

Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili

Proceedings of the Advances in Information Retrieval, 2014

Effective and Robust Natural Language Understanding for Human-Robot Interaction.

Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili, Daniele Nardi

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013

UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis.

Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili

Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Robust Language Learning via Efficient Budgeted Online Algorithms.

Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili

Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Kernel-Based Discriminative Re-ranking for Spoken Command Understanding in HRI.

Roberto Basili, Emanuele Bastianelli, Giuseppe Castellucci, Daniele Nardi, Vittorio Perera

Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

Textual Inference and Meaning Representation in Human Robot Interaction.

Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili

Proceedings of the Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora, 2013

2012

Structured learning for semantic role labeling.

Danilo Croce, Giuseppe Castellucci, Emanuele Bastianelli

Intelligenza Artificiale, 2012

2011

Structured Kernel-Based Learning for the Frame Labeling over Italian Texts.

Danilo Croce, Emanuele Bastianelli, Giuseppe Castellucci

Proceedings of the Evaluation of Natural Language and Speech Tools for Italian, 2011