Giuseppe Castellucci

54 papers A* 3A 5B 3C 2Journal 15Unranked 25
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluating the Utility of Grounding Documents with Reference-Free LLM-based Metrics.
CoRR
Yilun Hua, Giuseppe Castellucci, Peter Schulam, Heba Elfardy, Kevin Small
2025 — conf
Generative Product Recommendations for Implicit Superlative Queries.
NAACL (Student Research Workshop)
Kaustubh D. Dhole, Nikhita Vedula, Saar Kuzi, Giuseppe Castellucci, Eugene Agichtein, Shervin Malmasi
2025 J jnl
Generative Product Recommendations for Implicit Superlative Queries.
CoRR
Kaustubh D. Dhole, Nikhita Vedula, Saar Kuzi, Giuseppe Castellucci, Eugene Agichtein, Shervin Malmasi
2024 — conf
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data.
LREC/COLING
Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi
2024 J jnl
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data.
CoRR
Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi
2024 — conf
Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers.
ACL (1)
Lütfi Kerem Senel, Besnik Fetahu, Davis Yoshida, Zhiyu Chen, Giuseppe Castellucci, Nikhita Vedula, Jason Ingyu Choi, Shervin Malmasi
2024 J jnl
Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers.
CoRR
Lütfi Kerem Senel, Besnik Fetahu, Davis Yoshida, Zhiyu Chen, Giuseppe Castellucci, Nikhita Vedula, Jason Ingyu Choi, Shervin Malmasi
2024 — conf
Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces.
NAACL (Industry Track)
Nikhita Vedula, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko, Shervin Malmasi
2024 J jnl
Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces.
CoRR
Nikhita Vedula, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko, Shervin Malmasi
2023 A conf
Composing Spoken Hints for Follow-on Question Suggestion in Voice Assistants.
INTERSPEECH
Pedro Faustini, Besnik Fetahu, Giuseppe Castellucci, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi
2023 J jnl
Evaluation Metrics of Language Generation Models for Synthetic Traffic Generation Tasks.
CoRR
Simone Filice, Jason Ingyu Choi, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko
2023 A conf
External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems.
EACL
Tuan Manh Lai, Giuseppe Castellucci, Saar Kuzi, Heng Ji, Oleg Rokhlenko
2023 — conf
Follow-on Question Suggestion via Voice Hints for Voice Assistants.
EMNLP (Findings)
Besnik Fetahu, Pedro Faustini, Anjie Fang, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi
2023 J jnl
Follow-on Question Suggestion via Voice Hints for Voice Assistants.
CoRR
Besnik Fetahu, Pedro Faustini, Giuseppe Castellucci, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi
2023 J jnl
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks.
CoRR
Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
2022 J jnl
Alexa, Let's Work Together: Introducing the First Alexa Prize TaskBot Challenge on Conversational Task Assistance.
CoRR
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
2022 — conf
Learning to Generate Examples for Semantic Processing Tasks.
NAACL-HLT
Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili
2022 A* conf
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks.
KDD
Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
2022 B conf
Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings.
COLING
Jason Ingyu Choi, Saar Kuzi, Nikhita Vedula, Jie Zhao, Giuseppe Castellucci, Marcus D. Collins, Shervin Malmasi, Oleg Rokhlenko, Eugene Agichtein
2021 A* conf
Continual Learning for Named Entity Recognition.
AAAI
Natawut Monaikul, Giuseppe Castellucci, Simone Filice, Oleg Rokhlenko
2021 — conf
Learning to Solve NLP Tasks in an Incremental Number of Languages.
ACL/IJCNLP (2)
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
2021 A conf
VoiSeR: A New Benchmark for Voice-Based Search Refinement.
EACL
Simone Filice, Giuseppe Castellucci, Marcus D. Collins, Eugene Agichtein, Oleg Rokhlenko
2020 J jnl
Adversarial training for few-shot text classification.
Intelligenza Artificiale
Danilo Croce, Giuseppe Castellucci, Roberto Basili
2020 A* conf
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples.
ACL
Danilo Croce, Giuseppe Castellucci, Roberto Basili
2019 — conf
Almawave-SLU: A New Dataset for SLU in Italian.
CLiC-it
Valentina Bellomaria, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli
2019 J jnl
Almawave-SLU: A new dataset for SLU in Italian.
CoRR
Valentina Bellomaria, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli
2019 — conf
Kernel-Based Generative Adversarial Networks for Weakly Supervised Learning.
AI*IA
Danilo Croce, Giuseppe Castellucci, Roberto Basili
2019 J jnl
Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model.
CoRR
Giuseppe Castellucci, Valentina Bellomaria, Andrea Favalli, Raniero Romagnoli
2018 — conf
Transfer Learning for Industrial Applications of Named Entity Recognition.
NL4AI@AI*IA
Lingzhen Chen, Alessandro Moschitti, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli
2017 — conf
Deep Learning in Semantic Kernel Spaces.
ACL (1)
Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili
2017 J jnl
KELP: a Kernel-based Learning Platform.
J. Mach. Learn. Res.
Simone Filice, Giuseppe Castellucci, Giovanni Da San Martino, Alessandro Moschitti, Danilo Croce, Roberto Basili
2017 — conf
Neural Sentiment Analysis for a Real-World Application.
CLiC-it
Daniele Bonadiman, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli, Alessandro Moschitti
2017 J jnl
Structured learning for spoken language understanding in human-robot interaction.
Int. J. Robotics Res.
Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili, Daniele Nardi
2016 B conf
A Language Independent Method for Generating Large Scale Polarity Lexicons.
LREC
Giuseppe Castellucci, Danilo Croce, Roberto Basili
2016 — conf
Context-aware Convolutional Neural Networks for Twitter Sentiment Analysis in Italian.
CLiC-it/EVALITA
Giuseppe Castellucci, Danilo Croce, Roberto Basili
2016 — conf
Injecting Sentiment Information in Context-aware Convolutional Neural Networks.
IIR
Danilo Croce, Giuseppe Castellucci, Roberto Basili
2016 — conf
Spoken Language Understanding for Service Robotics in Italian.
AI*IA
Andrea Vanzo, Danilo Croce, Giuseppe Castellucci, Roberto Basili, Daniele Nardi
2016 — —
Surviving in the social media jungle: sentiment analysis through structured learning paradigms.
Giuseppe Castellucci
2016 — conf
User Mood Tracking for Opinion Analysis on Twitter.
AI*IA
Giuseppe Castellucci, Danilo Croce, Diego De Cao, Roberto Basili
2015 — conf
A Compositional Perspective in Convolution Kernels.
IIR
Roberto Basili, Paolo Annesi, Giuseppe Castellucci, Danilo Croce
2015 C conf
Acquiring a Large Scale Polarity Lexicon Through Unsupervised Distributional Methods.
NLDB
Giuseppe Castellucci, Danilo Croce, Roberto Basili
2015 — conf
Bootstrapping Large Scale Polarity Lexicons through Advanced Distributional Methods.
AI*IA
Giuseppe Castellucci, Danilo Croce, Roberto Basili
2015 — conf
KeLP: a Kernel-based Learning Platform for Natural Language Processing.
ACL (System Demonstrations)
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
2014 A conf
Effective Kernelized Online Learning in Language Processing Tasks.
ECIR
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
2014 A conf
Effective and Robust Natural Language Understanding for Human-Robot Interaction.
ECAI
Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili, Daniele Nardi
2014 B conf
HuRIC: a Human Robot Interaction Corpus.
LREC
Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Luca Iocchi, Roberto Basili, Daniele Nardi
2014 C conf
RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets.
RoboCup
Emanuele Bastianelli, Luca Iocchi, Daniele Nardi, Giuseppe Castellucci, Danilo Croce, Roberto Basili
2014 — conf
UNITOR: Aspect Based Sentiment Analysis with Structured Learning.
SemEval@COLING
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
2013 — conf
Kernel-Based Discriminative Re-ranking for Spoken Command Understanding in HRI.
AI*IA
Roberto Basili, Emanuele Bastianelli, Giuseppe Castellucci, Daniele Nardi, Vittorio Perera
2013 — conf
Robust Language Learning via Efficient Budgeted Online Algorithms.
ICDM Workshops
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
2013 — conf
Textual Inference and Meaning Representation in Human Robot Interaction.
JSSP
Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili
2013 — conf
UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis.
SemEval@NAACL-HLT
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
2012 J jnl
Structured learning for semantic role labeling.
Intelligenza Artificiale
Danilo Croce, Giuseppe Castellucci, Emanuele Bastianelli
2011 — conf
Structured Kernel-Based Learning for the Frame Labeling over Italian Texts.
EVALITA
Danilo Croce, Emanuele Bastianelli, Giuseppe Castellucci