Mattia Atzeni

According to our database, Mattia Atzeni authored at least 24 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning.

Mattia Atzeni, Mrinmaya Sachan, Andreas Loukas

Proceedings of the International Conference on Machine Learning, 2023

Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings.

Mattia Atzeni, Mikhail Plekhanov, Frédéric A. Dreyer, Nora Kassner, Simone Merello, Louis Martin, Nicola Cancedda

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Graph Neural Networks for Entity Matching.

Evgeny Krivosheev, Katsiaryna Mirylenka, Mattia Atzeni, Paolo Scotton

Proceedings of the IEEE International Conference on Big Data, 2023

2022

Case-based reasoning for better generalization in textual reinforcement learning.

Mattia Atzeni, Shehzaad Zuzar Dhuliawala, Keerthiram Murugesan, Mrinmaya Sachan

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Case-based Reasoning for Better Generalization in Text-Adventure Games.

Mattia Atzeni, Shehzaad Dhuliawala, Keerthiram Murugesan, Mrinmaya Sachan

CoRR, 2021

SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning.

Mattia Atzeni, Jasmina Bogojeska, Andreas Loukas

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations.

Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines.

Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Pushkar Shukla, Sadhana Kumaravel, Gerald Tesauro, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Business Entity Matching with Siamese Graph Convolutional Networks.

Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Anton Zorin

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Multi-domain sentiment analysis with mimicked and polarized word embeddings for human-robot interaction.

Mattia Atzeni, Diego Reforgiato Recupero

Future Gener. Comput. Syst., 2020

Enhancing Text-based Reinforcement Learning Agents with Commonsense Knowledge.

Keerthiram Murugesan, Mattia Atzeni, Pushkar Shukla, Mrinmaya Sachan, Pavan Kapanipathi, Kartik Talamadupula

CoRR, 2020

Siamese Graph Neural Networks for Data Integration.

Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Fabio Casati

CoRR, 2020

2019

FineNews: fine-grained semantic sentiment analysis on financial microblogs and news.

Amna Dridi, Mattia Atzeni, Diego Reforgiato Recupero

Int. J. Mach. Learn. Cybern., 2019

AskCO: A Multi-language and Extensible Smart Virtual Assistant.

Mattia Atzeni, Maurizio Atzori

Proceedings of the 2nd IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2019

2018

Using frame-based resources for sentiment analysis within the financial domain.

Mattia Atzeni, Amna Dridi, Diego Reforgiato Recupero

Prog. Artif. Intell., 2018

What Is the Cube Root of 27? Question Answering Over CodeOntology.

Mattia Atzeni, Maurizio Atzori

Proceedings of the Semantic Web - ISWC 2018, 2018

Towards Semantic Approaches for General-Purpose End-User Development.

Mattia Atzeni, Maurizio Atzori

Proceedings of the Second IEEE International Conference on Robotic Computing, 2018

Fine-Tuning of Word Embeddings for Semantic Sentiment Analysis.

Mattia Atzeni, Diego Reforgiato Recupero

Proceedings of the Semantic Web Challenges, 2018

Deep Learning and Sentiment Analysis for Human-Robot Interaction.

Mattia Atzeni, Diego Reforgiato Recupero

Proceedings of the Semantic Web: ESWC 2018 Satellite Events, 2018

Translating Natural Language to Code: An Unsupervised Ontology-Based Approach.

Mattia Atzeni, Maurizio Atzori

Proceedings of the First IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2018

2017

CodeOntology: Querying Source Code in a Semantic Framework.

Mattia Atzeni, Maurizio Atzori

Proceedings of the ISWC 2017 Posters & Demonstrations and Industry Tracks co-located with 16th International Semantic Web Conference (ISWC 2017), Vienna, Austria, October 23rd - to, 2017

CodeOntology: RDF-ization of Source Code.

Mattia Atzeni, Maurizio Atzori

Proceedings of the Semantic Web - ISWC 2017, 2017

Bearish-Bullish Sentiment Analysis on Financial Microblogs.

Amna Dridi, Mattia Atzeni, Diego Reforgiato Recupero

Proceedings of the 3rd International Workshop at ESWC on Emotions, 2017

Fine-Grained Sentiment Analysis on Financial Microblogs and News Headlines.

Mattia Atzeni, Amna Dridi, Diego Reforgiato Recupero

Proceedings of the Semantic Web Challenges, 2017