Giuseppe Castellucci

According to our database1, Giuseppe Castellucci authored at least 44 papers between 2011 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces.
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.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers.
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.
CoRR, 2023

Composing Spoken Hints for Follow-on Question Suggestion in Voice Assistants.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Follow-on Question Suggestion via Voice Hints for Voice Assistants.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems.
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.
CoRR, 2022

Learning to Generate Examples for Semantic Processing Tasks.
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.
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.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

2021
VoiSeR: A New Benchmark for Voice-Based Search Refinement.
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.
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.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Adversarial training for few-shot text classification.
Intelligenza Artificiale, 2020

GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples.
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.
CoRR, 2019

Almawave-SLU: A New Dataset for SLU in Italian.
Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019

Kernel-Based Generative Adversarial Networks for Weakly Supervised Learning.
Proceedings of the AI*IA 2019 - Advances in Artificial Intelligence, 2019

2018
Transfer Learning for Industrial Applications of Named Entity Recognition.
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.
J. Mach. Learn. Res., 2017

Structured learning for spoken language understanding in human-robot interaction.
Int. J. Robotics Res., 2017

Neural Sentiment Analysis for a Real-World Application.
Proceedings of the Fourth Italian Conference on Computational Linguistics (CLiC-it 2017), 2017

Deep Learning in Semantic Kernel Spaces.
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics, 2017

2016
A Language Independent Method for Generating Large Scale Polarity Lexicons.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Injecting Sentiment Information in Context-aware Convolutional Neural Networks.
Proceedings of the 7th Italian Information Retrieval Workshop, 2016

Context-aware Convolutional Neural Networks for Twitter Sentiment Analysis in Italian.
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.
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.
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.
Proceedings of the Natural Language Processing and Information Systems, 2015

A Compositional Perspective in Convolution Kernels.
Proceedings of the 6th Italian Information Retrieval Workshop, 2015

Bootstrapping Large Scale Polarity Lexicons through Advanced Distributional Methods.
Proceedings of the AI*IA 2015, Advances in Artificial Intelligence, 2015

KeLP: a Kernel-based Learning Platform for Natural Language Processing.
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.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014

RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets.
Proceedings of the RoboCup 2014: Robot World Cup XVIII [papers from the 18th Annual RoboCup International Symposium, 2014

HuRIC: a Human Robot Interaction Corpus.
Proceedings of the Ninth International Conference on Language Resources and Evaluation, 2014

Effective Kernelized Online Learning in Language Processing Tasks.
Proceedings of the Advances in Information Retrieval, 2014

Effective and Robust Natural Language Understanding for Human-Robot Interaction.
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.
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013

Robust Language Learning via Efficient Budgeted Online Algorithms.
Proceedings of the 13th IEEE International Conference on Data Mining Workshops, 2013

Kernel-Based Discriminative Re-ranking for Spoken Command Understanding in HRI.
Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

Textual Inference and Meaning Representation in Human Robot Interaction.
Proceedings of the Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora, 2013

2012
Structured learning for semantic role labeling.
Intelligenza Artificiale, 2012

2011
Structured Kernel-Based Learning for the Frame Labeling over Italian Texts.
Proceedings of the Evaluation of Natural Language and Speech Tools for Italian, 2011


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