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Giuseppe Castellucci
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2020 – today
- 2024
- [c37]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: 5396-5420 - [c36]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: 6017-6023 - [c35]Nikhita Vedula, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko, Shervin Malmasi:
Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces. NAACL (Industry Track) 2024: 437-446 - [i9]Parth Patwa, Simone Filice, Zhiyu Chen, Giuseppe Castellucci, Oleg Rokhlenko, Shervin Malmasi:
Enhancing Low-Resource LLMs Classification with PEFT and Synthetic Data. CoRR abs/2404.02422 (2024) - [i8]Nikhita Vedula, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko, Shervin Malmasi:
Leveraging Interesting Facts to Enhance User Engagement with Conversational Interfaces. CoRR abs/2404.06659 (2024) - [i7]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 abs/2406.05255 (2024) - 2023
- [c34]Tuan Manh Lai, Giuseppe Castellucci, Saar Kuzi, Heng Ji, Oleg Rokhlenko:
External Knowledge Acquisition for End-to-End Document-Oriented Dialog Systems. EACL 2023: 3615-3629 - [c33]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: 310-325 - [c32]Pedro Faustini
Composing Spoken Hints for Follow-on Question Suggestion in Voice Assistants. INTERSPEECH 2023: 3427-3431 - [i6]Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko:
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks. CoRR abs/2302.11074 (2023) - [i5]Besnik Fetahu, Pedro Faustini, Giuseppe Castellucci, Anjie Fang, Oleg Rokhlenko, Shervin Malmasi:
Follow-on Question Suggestion via Voice Hints for Voice Assistants. CoRR abs/2310.17034 (2023) - [i4]Simone Filice, Jason Ingyu Choi, Giuseppe Castellucci, Eugene Agichtein, Oleg Rokhlenko:
Evaluation Metrics of Language Generation Models for Synthetic Traffic Generation Tasks. CoRR abs/2311.12534 (2023) - 2022
- [c31]Jason Ingyu Choi, Saar Kuzi, Nikhita Vedula, Jie Zhao, Giuseppe Castellucci, Marcus D. Collins, Shervin Malmasi, Oleg Rokhlenko, Eugene Agichtein:
Wizard of Tasks: A Novel Conversational Dataset for Solving Real-World Tasks in Conversational Settings. COLING 2022: 3514-3529 - [c30]Sudipta Kar, Giuseppe Castellucci, Simone Filice, Shervin Malmasi, Oleg Rokhlenko:
Preventing Catastrophic Forgetting in Continual Learning of New Natural Language Tasks. KDD 2022: 3137-3145 - [c29]Danilo Croce, Simone Filice, Giuseppe Castellucci, Roberto Basili:
Learning to Generate Examples for Semantic Processing Tasks. NAACL-HLT 2022: 4587-4601 - [i3]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
Alexa, Let's Work Together: Introducing the First Alexa Prize TaskBot Challenge on Conversational Task Assistance. CoRR abs/2209.06321 (2022) - 2021
- [c28]Natawut Monaikul, Giuseppe Castellucci, Simone Filice, Oleg Rokhlenko:
Continual Learning for Named Entity Recognition. AAAI 2021: 13570-13577 - [c27]Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili:
Learning to Solve NLP Tasks in an Incremental Number of Languages. ACL/IJCNLP (2) 2021: 837-847 - [c26]Simone Filice, Giuseppe Castellucci, Marcus D. Collins, Eugene Agichtein, Oleg Rokhlenko:
VoiSeR: A New Benchmark for Voice-Based Search Refinement. EACL 2021: 2321-2329 - 2020
- [j4]Danilo Croce, Giuseppe Castellucci, Roberto Basili:
Adversarial training for few-shot text classification. Intelligenza Artificiale 14(2): 201-214 (2020) - [c25]Danilo Croce, Giuseppe Castellucci, Roberto Basili:
GAN-BERT: Generative Adversarial Learning for Robust Text Classification with a Bunch of Labeled Examples. ACL 2020: 2114-2119
2010 – 2019
- 2019
- [c24]Danilo Croce, Giuseppe Castellucci, Roberto Basili:
Kernel-Based Generative Adversarial Networks for Weakly Supervised Learning. AI*IA 2019: 336-347 - [c23]Valentina Bellomaria, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli:
Almawave-SLU: A New Dataset for SLU in Italian. CLiC-it 2019 - [i2]Giuseppe Castellucci, Valentina Bellomaria, Andrea Favalli, Raniero Romagnoli:
Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model. CoRR abs/1907.02884 (2019) - [i1]Valentina Bellomaria, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli:
Almawave-SLU: A new dataset for SLU in Italian. CoRR abs/1907.07526 (2019) - 2018
- [c22]Lingzhen Chen, Alessandro Moschitti, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli:
Transfer Learning for Industrial Applications of Named Entity Recognition. NL4AI@AI*IA 2018: 129-140 - 2017
- [j3]Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce
Structured learning for spoken language understanding in human-robot interaction. Int. J. Robotics Res. 36(5-7): 660-683 (2017) - [j2]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: 191:1-191:5 (2017) - [c21]Danilo Croce
Deep Learning in Semantic Kernel Spaces. ACL (1) 2017: 345-354 - [c20]Daniele Bonadiman, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli, Alessandro Moschitti:
Neural Sentiment Analysis for a Real-World Application. CLiC-it 2017 - 2016
- [c19]Giuseppe Castellucci, Danilo Croce
User Mood Tracking for Opinion Analysis on Twitter. AI*IA 2016: 76-88 - [c18]Andrea Vanzo
Spoken Language Understanding for Service Robotics in Italian. AI*IA 2016: 477-489 - [c17]Giuseppe Castellucci, Danilo Croce, Roberto Basili:
Context-aware Convolutional Neural Networks for Twitter Sentiment Analysis in Italian. CLiC-it/EVALITA 2016 - [c16]Danilo Croce, Giuseppe Castellucci, Roberto Basili:
Injecting Sentiment Information in Context-aware Convolutional Neural Networks. IIR 2016 - [c15]Giuseppe Castellucci, Danilo Croce, Roberto Basili:
A Language Independent Method for Generating Large Scale Polarity Lexicons. LREC 2016 - 2015
- [c14]Simone Filice, Giuseppe Castellucci, Danilo Croce, Roberto Basili:
KeLP: a Kernel-based Learning Platform for Natural Language Processing. ACL (System Demonstrations) 2015: 19-24 - [c13]Giuseppe Castellucci, Danilo Croce
Bootstrapping Large Scale Polarity Lexicons through Advanced Distributional Methods. AI*IA 2015: 329-342 - [c12]Roberto Basili, Paolo Annesi, Giuseppe Castellucci, Danilo Croce:
A Compositional Perspective in Convolution Kernels. IIR 2015 - [c11]Giuseppe Castellucci, Danilo Croce
Acquiring a Large Scale Polarity Lexicon Through Unsupervised Distributional Methods. NLDB 2015: 73-86 - 2014
- [c10]Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce
Effective and Robust Natural Language Understanding for Human-Robot Interaction. ECAI 2014: 57-62 - [c9]Simone Filice, Giuseppe Castellucci, Danilo Croce
Effective Kernelized Online Learning in Language Processing Tasks. ECIR 2014: 347-358 - [c8]Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Luca Iocchi, Roberto Basili, Daniele Nardi:
HuRIC: a Human Robot Interaction Corpus. LREC 2014: 4519-4526 - [c7]Emanuele Bastianelli, Luca Iocchi
RoboCup@Home Spoken Corpus: Using Robotic Competitions for Gathering Datasets. RoboCup 2014: 19-30 - [c6]Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili:
UNITOR: Aspect Based Sentiment Analysis with Structured Learning. SemEval@COLING 2014: 761-767 - 2013
- [c5]Emanuele Bastianelli, Giuseppe Castellucci, Danilo Croce, Roberto Basili:
Textual Inference and Meaning Representation in Human Robot Interaction. JSSP 2013: 65-69 - [c4]Roberto Basili
Kernel-Based Discriminative Re-ranking for Spoken Command Understanding in HRI. AI*IA 2013: 169-180 - [c3]Simone Filice, Giuseppe Castellucci, Danilo Croce
Robust Language Learning via Efficient Budgeted Online Algorithms. ICDM Workshops 2013: 913-920 - [c2]Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili:
UNITOR: Combining Syntactic and Semantic Kernels for Twitter Sentiment Analysis. SemEval@NAACL-HLT 2013: 369-374 - 2012
- [j1]Danilo Croce, Giuseppe Castellucci, Emanuele Bastianelli:
Structured learning for semantic role labeling. Intelligenza Artificiale 6(2): 163-176 (2012) - 2011
- [c1]Danilo Croce
Structured Kernel-Based Learning for the Frame Labeling over Italian Texts. EVALITA 2011: 220-229
Coauthor Index
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last updated on 2024-10-07 21:25 CEST by the dblp team
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