Fabio Massimo Zanzotto
Orcid: 0000-0002-7301-3596
According to our database1,
Fabio Massimo Zanzotto
authored at least 119 papers
between 1998 and 2024.
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Bibliography
2024
Investigating the Impact of Data Contamination of Large Language Models in Text-to-SQL Translation.
CoRR, 2024
Less is KEN: a Universal and Simple Non-Parametric Pruning Algorithm for Large Language Models.
CoRR, 2024
2023
The Dark Side of the Language: Syntax-Based Neural Networks Rivaling Transformers in Definitely Unseen Sentences.
Proceedings of the IEEE International Conference on Web Intelligence and Intelligent Agent Technology, 2023
PreCog: Exploring the Relation between Memorization and Performance in Pre-trained Language Models.
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023
Proceedings of the 14th International Conference on Recent Advances in Natural Language Processing, 2023
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023
Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023
Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023
Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023
Proceedings of the 9th Italian Conference on Computational Linguistics, Venice, Italy, November 30, 2023
Do Not Ask What Instruction-Following Large Language Models Can Do for Teaching (short paper).
Proceedings of the First International Workshop on High-performance Artificial Intelligence Systems in Education co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2023), 2023
2022
Syntax and prejudice: ethically-charged biases of a syntax-based hate speech recognizer unveiled.
PeerJ Comput. Sci., 2022
CoRR, 2022
Every time I fire a conversational designer, the performance of the dialogue system goes down.
Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022
Change My Mind: How Syntax-based Hate Speech Recognizer Can Uncover Hidden Motivations Based on Different Viewpoints.
Proceedings of the 1st Workshop on Perspectivist Approaches to NLPerspectives@LREC 2022, 2022
Proceedings of the Italian Conference on Cybersecurity (ITASEC 2022), 2022
Proceedings of the Italian Conference on Cybersecurity (ITASEC 2022), 2022
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022
2021
Data Augmentation Using Background Replacement for Automated Sorting of Littered Waste.
J. Imaging, 2021
Every time I fire a conversational designer, the performance of the dialog system goes down.
CoRR, 2021
CoRR, 2021
Artif. Intell. Medicine, 2021
Proceedings of the Metadata and Semantic Research - 15th International Conference, 2021
Proceedings of the Eighth Italian Conference on Computational Linguistics, 2021
2020
Soc. Netw. Anal. Min., 2020
Future Internet, 2020
When will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey.
CoRR, 2020
CoRR, 2020
KERMIT: Complementing Transformer Architectures with Encoders of Explicit Syntactic Interpretations.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020
Pat-in-the-loop: Syntax-based Neural Networks with Activation Visualization and Declarative Control.
Proceedings of the Italian Workshop on Explainable Artificial Intelligence co-located with 19th International Conference of the Italian Association for Artificial Intelligence, 2020
Proceedings of the 4th Workshop on Natural Language for Artificial Intelligence (NL4AI 2020) co-located with the 19th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2020), 2020
2019
Symbolic, Distributed, and Distributional Representations for Natural Language Processing in the Era of Deep Learning: A Survey.
Frontiers Robotics AI, 2019
Standardizing Language with Word Embeddings and Language Modeling in Reports of Near Misses in Seveso Industries.
Proceedings of the Sixth Italian Conference on Computational Linguistics, 2019
2018
SyntNN at SemEval-2018 Task 2: is Syntax Useful for Emoji Prediction? Embedding Syntactic Trees in Multi Layer Perceptrons.
Proceedings of The 12th International Workshop on Semantic Evaluation, 2018
2017
Have You Lost the Thread? Discovering Ongoing Conversations in Scattered Dialog Blocks.
ACM Trans. Interact. Intell. Syst., 2017
Parsing with CYK over Distributed Representations: "Classical" Syntactic Parsing in the Novel Era of Neural Networks.
CoRR, 2017
RISK: A Random Optimization Interactive System Based on Kernel Learning for Predicting Breast Cancer Disease Progression.
Proceedings of the Bioinformatics and Biomedical Engineering, 2017
Can we explain natural language inference decisions taken with neural networks? Inference rules in distributed representations.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Dialogware - the "Software" for Conversational Agents: a Modular FrameNet-based Approach.
Proceedings of the 1st Workshop on Natural Language for Artificial Intelligence co-located with 16th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2017), Bari, Italy, November 16th - to, 2017
2015
When the Whole Is Not Greater Than the Combination of Its Parts: A "Decompositional" Look at Compositional Distributional Semantics.
Comput. Linguistics, 2015
Proceedings of the Statistical Language and Speech Processing, 2015
Predicting Embedded Syntactic Structures from Natural Language Sentences with Neural Network Approaches.
Proceedings of the NIPS Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches co-located with the 29th Annual Conference on Neural Information Processing Systems (NIPS 2015), 2015
2014
Proceedings of the Third Joint Conference on Lexical and Computational Semantics, 2014
haLF: Comparing a Pure CDSM Approach with a Standard Machine Learning System for RTE.
Proceedings of the 8th International Workshop on Semantic Evaluation, 2014
Proceedings of the COLING 2014, 2014
2013
Proceedings of the People's Web Meets NLP, Collaboratively Constructed Language Resources, 2013
Synthesis Lectures on Human Language Technologies, Morgan & Claypool Publishers, ISBN: 978-3-031-02151-0, 2013
Proceedings of the Late-Breaking Results, 2013
Proceedings of the 7th International Workshop on Semantic Evaluation, 2013
Proceedings of the 12th International Conference on Machine Learning and Applications, 2013
Proceedings of the Workshop on Continuous Vector Space Models and their Compositionality, 2013
Proceedings of the Joint Symposium on Semantic Processing. Textual Inference and Structures in Corpora, 2013
2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2012
Proceedings of the Brain Informatics - International Conference, 2012
2011
Trait. Autom. des Langues, 2011
Nat. Lang. Eng., 2011
Fundam. Informaticae, 2011
Proceedings of the 2011 Conference on Empirical Methods in Natural Language Processing, 2011
2010
Proceedings of the 6th International Conference on Natural Language Processing and Knowledge Engineering, 2010
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, 2010
Proceedings of the International Conference on Language Resources and Evaluation, 2010
Proceedings of the COLING 2010, 2010
Proceedings of the Brain Informatics, International Conference, 2010
Proceedings of the 2nd Workshop on The People's Web Meets NLP: Collaboratively Constructed Semantic Resources@COLING 2010, 2010
2009
Proceedings of the Second Text Analysis Conference, 2009
Proceedings of the Recent Advances in Natural Language Processing, 2009
Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing, 2009
Education with "Living Artworks" in Museums.
Proceedings of the CSEDU 2009 - Proceedings of the First International Conference on Computer Supported Education, Lisboa, Portugal, March 23-26, 2009, 2009
Proceedings of the Brain Informatics, International Conference, BI 2009, 2009
Proceedings of the AI*IA 2009: Emergent Perspectives in Artificial Intelligence, 2009
2008
Proceedings of the Advances in Natural Language Processing, 2008
Proceedings of the First Text Analysis Conference, 2008
Proceedings of the International Conference on Language Resources and Evaluation, 2008
2007
Proceedings of the Machine Learning, 2007
Proceedings of the ACL-PASCAL@ACL 2007 Workshop on Textual Entailment and Paraphrasing, 2007
2006
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006
Discovering Verb Relations in Corpora: Distributional Versus Non-distributional Approaches.
Proceedings of the Advances in Applied Artificial Intelligence, 2006
Proceedings of the Evaluation of Multilingual and Multi-modal Information Retrieval, 2006
Discovering Asymmetric Entailment Relations between Verbs Using Selectional Preferences.
Proceedings of the ACL 2006, 2006
Proceedings of the ACL 2006, 2006
2005
Proceedings of the SWAP 2005, 2005
Proceedings of the Machine Learning Challenges, 2005
Proceedings of the Innovations in Applied Artificial Intelligence, 2005
Proceedings of the AI*IA 2005: Advances in Artificial Intelligence, 2005
Proceedings of the ACL Workshop on Empirical Modeling of Semantic Equivalence and Entailment@ACL 2005, 2005
2004
Proceedings of the 13th IEEE International Workshops on Enabling Technologies (WETICE 2004), 2004
Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence (WI 2004), 2004
Ontology-Based Question Answering in a Federation of University Sites: The MOSES Case Study.
Proceedings of the Natural Language Processing and Information Systems, 2004
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004
Proceedings of the Fourth International Conference on Language Resources and Evaluation, 2004
Identifying Relational Concept Lexicalisations by Using General Linguistic Knowledge.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004
2003
Integrating Ontological and Linguistic Knowledge for Conceptual Information Extraction.
Proceedings of the 2003 IEEE / WIC International Conference on Web Intelligence, 2003
Inducing hyperlinking rules in text collections.
Proceedings of the Recent Advances in Natural Language Processing III, 2003
2002
Proceedings of the 2002 International Symposium on Information Technology (ITCC 2002), 2002
Acquisition of conceptual domain dictionaries via decision tree learning.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002
Proceedings of the 19th International Conference on Computational Linguistics, 2002
2001
Proceedings of the AI*IA 2001: Advances in Artificial Intelligence, 2001
Proceedings of the Workshop on Human Language Technology and Knowledge Management@ACL 2001, 2001
2000
Proceedings of the Second International Conference on Language Resources and Evaluation, 2000
Proceedings of the Sixth Internatonal Workshop on Parsing Technologies, 2000
1998
Efficient Parsing for Information Extraction.
Proceedings of the 13th European Conference on Artificial Intelligence, 1998