Giuseppe Castellucci

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 34

Top Topics

Convolutional Neural Networks

Sentiment Analysis

Structured Learning

Natural Language

Top Venues

Publications

Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data. LREC/COLING (2024)
Lütfi Kerem Senel, Besnik Fetahu, Davis Yoshida, Zhiyu Chen, Giuseppe Castellucci, Nikhita Vedula, Jason Ingyu Choi, Shervin Malmasi
Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers. ACL (1) (2024)
Nikhita Vedula, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko, Shervin Malmasi
Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces. CoRR (2024)
Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data. CoRR (2024)
Lütfi Kerem Senel, Besnik Fetahu, Davis Yoshida, Zhiyu Chen, Giuseppe Castellucci, Nikhita Vedula, Jason Ingyu Choi, Shervin Malmasi
Generative Explore-Exploit: Training-free Optimization of Generative Recommender Systems using LLM Optimizers. CoRR (2024)
Simone Filice, Jason Ingyu Choi, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko
Evaluation Metrics of Language Generation Models for Synthetic Traffic Generation Tasks. CoRR (2023)
Besnik Fetahu, Pedro Faustini, Anjie Fang, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi
Follow-on Question Suggestion via Voice Hints for Voice Assistants. EMNLP (Findings) (2023)
Pedro Faustini, Besnik Fetahu, Giuseppe Castellucci, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi
Composing Spoken Hints for Follow-on Question Suggestion in Voice Assistants. INTERSPEECH (2023)
Besnik Fetahu, Pedro Faustini, Giuseppe Castellucci, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi
Follow-on Question Suggestion via Voice Hints for Voice Assistants. CoRR (2023)
Tuan Manh Lai, Giuseppe Castellucci, Saar Kuzi, Heng Ji, Oleg Rokhlenko
External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems. EACL (2023)
Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks. CoRR (2023)
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
Alexa, Let's Work Together: Introducing the First Alexa Prize TaskBot Challenge on Conversational Task Assistance. CoRR (2022)
Jason Ingyu Choi, Saar Kuzi, Nikhita Vedula, Jie Zhao, Giuseppe Castellucci, Marcus Collins, Shervin Malmasi, Oleg Rokhlenko, Eugene Agichtein
Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings. COLING (2022)
Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili
Learning to Generate Examples for Semantic Processing Tasks. NAACL-HLT (2022)
Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks. KDD (2022)
Simone Filice, Giuseppe Castellucci, Marcus Collins, Eugene Agichtein, Oleg Rokhlenko
VoiSeR: A New Benchmark for Voice-Based Search Refinement. EACL (2021)
Natawut Monaikul, Giuseppe Castellucci, Simone Filice, Oleg Rokhlenko
Continual Learning for Named Entity Recognition. AAAI (2021)
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
Learning to Solve NLP Tasks in an Incremental Number of Languages. ACL/IJCNLP (2) (2021)
Danilo Croce, Giuseppe Castellucci, Roberto Basili
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples. ACL (2020)
Danilo Croce, Giuseppe Castellucci, Roberto Basili
Adversarial training for few-shot text classification. Intelligenza Artificiale 14 (2) (2020)
Giuseppe Castellucci, Valentina Bellomaria, Andrea Favalli, Raniero Romagnoli
Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model. CoRR (2019)
Danilo Croce, Giuseppe Castellucci, Roberto Basili
Kernel-Based Generative Adversarial Networks for Weakly Supervised Learning. AI*IA (2019)
Valentina Bellomaria, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli
Almawave-SLU: A New Dataset for SLU in Italian. CLiC-it (2019)
Valentina Bellomaria, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli
Almawave-SLU: A new dataset for SLU in Italian. CoRR (2019)
Lingzhen Chen, Alessandro Moschitti, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli
Transfer Learning for Industrial Applications of Named Entity Recognition. NL4AI@AI*IA (2018)
Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili, Daniele Nardi
Structured learning for spoken language understanding in human-robot interaction. Int. J. Robotics Res. 36 (5-7) (2017)
Simone Filice, Giuseppe Castellucci, Giovanni Da San Martino, Alessandro Moschitti, Danilo Croce, Roberto Basili
KELP: a Kernel-based Learning Platform. J. Mach. Learn. Res. 18 (2017)
Daniele Bonadiman, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli, Alessandro Moschitti
Neural Sentiment Analysis for a Real-World Application. CLiC-it (2017)
Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili
Deep Learning in Semantic Kernel Spaces. ACL (1) (2017)
Giuseppe Castellucci, Danilo Croce, Diego De Cao, Roberto Basili
User Mood Tracking for Opinion Analysis on Twitter. AI*IA (2016)
Giuseppe Castellucci, Danilo Croce, Roberto Basili
A Language Independent Method for Generating Large Scale Polarity Lexicons. LREC (2016)
Giuseppe Castellucci, Danilo Croce, Roberto Basili
Context-aware Convolutional Neural Networks for Twitter Sentiment Analysis in Italian. CLiC-it/EVALITA (2016)
Andrea Vanzo, Danilo Croce, Giuseppe Castellucci, Roberto Basili, Daniele Nardi
Spoken Language Understanding for Service Robotics in Italian. AI*IA (2016)
Danilo Croce, Giuseppe Castellucci, Roberto Basili
Injecting Sentiment Information in Context-aware Convolutional Neural Networks. IIR (2016)
Giuseppe Castellucci, Danilo Croce, Roberto Basili
Bootstrapping Large Scale Polarity Lexicons through Advanced Distributional Methods. AI*IA (2015)
Giuseppe Castellucci, Danilo Croce, Roberto Basili
Acquiring a Large Scale Polarity Lexicon Through Unsupervised Distributional Methods. NLDB (2015)
Roberto Basili, Paolo Annesi, Giuseppe Castellucci, Danilo Croce
A Compositional Perspective in Convolution Kernels. IIR (2015)
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
KeLP: a Kernel-based Learning Platform for Natural Language Processing. ACL (System Demonstrations) (2015)
Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili, Daniele Nardi
Effective and Robust Natural Language Understanding for Human-Robot Interaction. ECAI (2014)
Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Luca Iocchi, Roberto Basili, Daniele Nardi
HuRIC: a Human Robot Interaction Corpus. LREC (2014)
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
UNITOR: Aspect Based Sentiment Analysis with Structured Learning. SemEval@COLING (2014)
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
Effective Kernelized Online Learning in Language Processing Tasks. ECIR (2014)
Emanuele Bastianelli, Luca Iocchi, Daniele Nardi, Giuseppe Castellucci, Danilo Croce, Roberto Basili
RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets. RoboCup (2014)
Roberto Basili, Emanuele Bastianelli, Giuseppe Castellucci, Daniele Nardi, Vittorio Perera
Kernel-Based Discriminative Re-ranking for Spoken Command Understanding in HRI. AI*IA (2013)
Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili
Robust Language Learning via Efficient Budgeted Online Algorithms. ICDM Workshops (2013)
Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili
Textual Inference and Meaning Representation in Human Robot Interaction. JSSP (2013)
Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili
UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis. SemEval@NAACL-HLT (2013)
Danilo Croce, Giuseppe Castellucci, Emanuele Bastianelli
Structured learning for semantic role labeling. Intelligenza Artificiale 6 (2) (2012)
Danilo Croce, Emanuele Bastianelli, Giuseppe Castellucci
Structured Kernel-Based Learning for the Frame Labeling over Italian Texts. EVALITA (2011)