Structured Kernel-Based Learning for the Frame Labeling over Italian Texts. - Danilo Croce; Emanuele Bastianelli; Giuseppe Castellucci (EVALITA, 2011)

Structured learning for semantic role labeling. - Danilo Croce; Giuseppe Castellucci; Emanuele Bastianelli (Intelligenza Artificiale, 2012)

Textual Inference and Meaning Representation in Human Robot Interaction. - Emanuele Bastianelli; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (JSSP, 2013)

Kernel-Based Discriminative Re-ranking for Spoken Command Understanding in HRI. - Roberto Basili 001; Emanuele Bastianelli; Giuseppe Castellucci; Daniele Nardi; Vittorio Perera (AI*IA, 2013)

Robust Language Learning via Efficient Budgeted Online Algorithms. - Simone Filice; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (ICDM Workshops, 2013)

UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis. - Giuseppe Castellucci; Simone Filice; Danilo Croce; Roberto Basili 001 (SemEval@NAACL-HLT, 2013)

Effective and Robust Natural Language Understanding for Human-Robot Interaction. - Emanuele Bastianelli; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001; Daniele Nardi (ECAI, 2014)

Effective Kernelized Online Learning in Language Processing Tasks. - Simone Filice; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (ECIR, 2014)

HuRIC: a Human Robot Interaction Corpus. - Emanuele Bastianelli; Giuseppe Castellucci; Danilo Croce; Luca Iocchi; Roberto Basili 001; Daniele Nardi (LREC, 2014)

RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets. - Emanuele Bastianelli; Luca Iocchi; Daniele Nardi; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (RoboCup, 2014)

UNITOR: Aspect Based Sentiment Analysis with Structured Learning. - Giuseppe Castellucci; Simone Filice; Danilo Croce; Roberto Basili 001 (SemEval@COLING, 2014)

KeLP: a Kernel-based Learning Platform for Natural Language Processing. - Simone Filice; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (ACL (System Demonstrations), 2015)

Bootstrapping Large Scale Polarity Lexicons through Advanced Distributional Methods. - Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (AI*IA, 2015)

A Compositional Perspective in Convolution Kernels. - Roberto Basili 001; Paolo Annesi; Giuseppe Castellucci; Danilo Croce (IIR, 2015)

Acquiring a Large Scale Polarity Lexicon Through Unsupervised Distributional Methods. - Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (NLDB, 2015)

User Mood Tracking for Opinion Analysis on Twitter. - Giuseppe Castellucci; Danilo Croce; Diego De Cao; Roberto Basili 001 (AI*IA, 2016)

Spoken Language Understanding for Service Robotics in Italian. - Andrea Vanzo; Danilo Croce; Giuseppe Castellucci; Roberto Basili 001; Daniele Nardi (AI*IA, 2016)

Context-aware Convolutional Neural Networks for Twitter Sentiment Analysis in Italian. - Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (CLiC-it/EVALITA, 2016)

Injecting Sentiment Information in Context-aware Convolutional Neural Networks. - Danilo Croce; Giuseppe Castellucci; Roberto Basili 001 (IIR, 2016)

A Language Independent Method for Generating Large Scale Polarity Lexicons. - Giuseppe Castellucci; Danilo Croce; Roberto Basili 001 (LREC, 2016)

Deep Learning in Semantic Kernel Spaces. - Danilo Croce; Simone Filice; Giuseppe Castellucci; Roberto Basili 001 (ACL (1), 2017)

Neural Sentiment Analysis for a Real-World Application. - Daniele Bonadiman; Giuseppe Castellucci; Andrea Favalli; Raniero Romagnoli; Alessandro Moschitti (CLiC-it, 2017)

Structured learning for spoken language understanding in human-robot interaction. - Emanuele Bastianelli; Giuseppe Castellucci; Danilo Croce; Roberto Basili 001; Daniele Nardi (Int. J. Robotics Res., 2017)

KELP: a Kernel-based Learning Platform. - Simone Filice; Giuseppe Castellucci; Giovanni Da San Martino; Alessandro Moschitti; Danilo Croce; Roberto Basili 001 (J. Mach. Learn. Res., 2017)

Transfer Learning for Industrial Applications of Named Entity Recognition. - Lingzhen Chen; Alessandro Moschitti; Giuseppe Castellucci; Andrea Favalli; Raniero Romagnoli (NL4AI@AI*IA, 2018)

Kernel-Based Generative Adversarial Networks for Weakly Supervised Learning. - Danilo Croce; Giuseppe Castellucci; Roberto Basili 001 (AI*IA, 2019)

Almawave-SLU: A New Dataset for SLU in Italian. - Valentina Bellomaria; Giuseppe Castellucci; Andrea Favalli; Raniero Romagnoli (CLiC-it, 2019)

Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model. - Giuseppe Castellucci; Valentina Bellomaria; Andrea Favalli; Raniero Romagnoli (CoRR, 2019)

GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples. - Danilo Croce; Giuseppe Castellucci; Roberto Basili 001 (ACL, 2020)

Adversarial training for few-shot text classification. - Danilo Croce; Giuseppe Castellucci; Roberto Basili 001 (Intelligenza Artificiale, 2020)

Continual Learning for Named Entity Recognition. - Natawut Monaikul; Giuseppe Castellucci; Simone Filice; Oleg Rokhlenko (AAAI, 2021)

Learning to Solve NLP Tasks in an Incremental Number of Languages. - Giuseppe Castellucci; Simone Filice; Danilo Croce; Roberto Basili 001 (ACL/IJCNLP (2), 2021)

VoiSeR: A New Benchmark for Voice-Based Search Refinement. - Simone Filice; Giuseppe Castellucci; Marcus D. Collins; Eugene Agichtein; Oleg Rokhlenko (EACL, 2021)

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 (COLING, 2022)

Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks. - Sudipta Kar; Giuseppe Castellucci; Simone Filice; Shervin Malmasi; Oleg Rokhlenko (KDD, 2022)

Learning to Generate Examples for Semantic Processing Tasks. - Danilo Croce; Simone Filice; Giuseppe Castellucci; Roberto Basili 001 (NAACL-HLT, 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; et al. (CoRR, 2022)

External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems. - Tuan Manh Lai; Giuseppe Castellucci; Saar Kuzi; Heng Ji; Oleg Rokhlenko (EACL, 2023)

Follow-on Question Suggestion via Voice Hints for Voice Assistants. - Besnik Fetahu; Pedro Faustini; Anjie Fang; Giuseppe Castellucci; Oleg Rokhlenko; Shervin Malmasi (EMNLP (Findings), 2023)

Composing Spoken Hints for Follow-on Question Suggestion in Voice Assistants. - Pedro Faustini; Besnik Fetahu; Giuseppe Castellucci; Anjie Fang; Oleg Rokhlenko; Shervin Malmasi (INTERSPEECH, 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)

Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers. - Lütfi Kerem Senel; Besnik Fetahu; Davis Yoshida; Zhiyu Chen 001; Giuseppe Castellucci; Nikhita Vedula; Jason Ingyu Choi; Shervin Malmasi (ACL (1), 2024)

Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data. - Parth Patwa; Simone Filice; Zhiyu Chen 001; Giuseppe Castellucci; Oleg Rokhlenko; Shervin Malmasi (LREC/COLING, 2024)

Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces. - Nikhita Vedula; Giuseppe Castellucci; Eugene Agichtein; Oleg Rokhlenko; Shervin Malmasi (NAACL (Industry Track), 2024)

Generative Product Recommendations for Implicit Superlative Queries. - Kaustubh D. Dhole; Nikhita Vedula; Saar Kuzi; Giuseppe Castellucci; Eugene Agichtein; Shervin Malmasi (NAACL (Student Research Workshop), 2025)