Mattia Atzeni

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 29

Top Topics

Reinforcement Learning

Commonsense Knowledge

Graph Representations

Sentiment Analysis

Top Venues

SemWebEval@ESWC

Publications

Evgeny Krivosheev, Katsiaryna Mirylenka, Mattia Atzeni, Paolo Scotton
Graph Neural Networks for Entity Matching. BigData (2023)
Mattia Atzeni, Mrinmaya Sachan, Andreas Loukas
Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning. CoRR (2023)
Mattia Atzeni, Mikhail Plekhanov, Frédéric A. Dreyer, Nora Kassner, Simone Merello, Louis Martin, Nicola Cancedda
Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings. CoRR (2023)
Mattia Atzeni, Mikhail Plekhanov, Frédéric Dreyer, Nora Kassner, Simone Merello, Louis Martin, Nicola Cancedda
Polar Ducks and Where to Find Them: Enhancing Entity Linking with Duck Typing and Polar Box Embeddings. EMNLP (2023)
Mattia Atzeni, Mrinmaya Sachan, Andreas Loukas
Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning. ICML (2023)
Mattia Atzeni, Shehzaad Zuzar Dhuliawala, Keerthiram Murugesan, Mrinmaya Sachan
Case-based reasoning for better generalization in textual reinforcement learning. ICLR (2022)
Mattia Atzeni, Jasmina Bogojeska, Andreas Loukas
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning. NeurIPS (2021)
Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations. ACL/IJCNLP (2) (2021)
Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Anton Zorin
Business Entity Matching with Siamese Graph Convolutional Networks. AAAI (2021)
Mattia Atzeni, Jasmina Bogojeska, Andreas Loukas
SQALER: Scaling Question Answering by Decoupling Multi-Hop and Logical Reasoning. CoRR (2021)
Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Christoph Miksovic, Anton Zorin
Business Entity Matching with Siamese Graph Convolutional Networks. CoRR (2021)
Mattia Atzeni, Shehzaad Dhuliawala, Keerthiram Murugesan, Mrinmaya Sachan
Case-based Reasoning for Better Generalization in Text-Adventure Games. CoRR (2021)
Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Pushkar Shukla, Sadhana Kumaravel, Gerald Tesauro, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines. AAAI (2021)
Keerthiram Murugesan, Mattia Atzeni, Pushkar Shukla, Mrinmaya Sachan, Pavan Kapanipathi, Kartik Talamadupula
Enhancing Text-based Reinforcement Learning Agents with Commonsense Knowledge. CoRR (2020)
Mattia Atzeni, Diego Reforgiato Recupero
Multi-domain sentiment analysis with mimicked and polarized word embeddings for human-robot interaction. Future Gener. Comput. Syst. 110 (2020)
Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Pushkar Shukla, Sadhana Kumaravel, Gerald Tesauro, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines. CoRR (2020)
Evgeny Krivosheev, Mattia Atzeni, Katsiaryna Mirylenka, Paolo Scotton, Fabio Casati
Siamese Graph Neural Networks for Data Integration. CoRR (2020)
Amna Dridi, Mattia Atzeni, Diego Reforgiato Recupero
FineNews: fine-grained semantic sentiment analysis on financial microblogs and news. Int. J. Mach. Learn. Cybern. 10 (8) (2019)
Mattia Atzeni, Maurizio Atzori
AskCO: A Multi-language and Extensible Smart Virtual Assistant. AIKE (2019)
Mattia Atzeni, Diego Reforgiato Recupero
Fine-Tuning of Word Embeddings for Semantic Sentiment Analysis. SemWebEval@ESWC (2018)
Mattia Atzeni, Maurizio Atzori
Translating Natural Language to Code: An Unsupervised Ontology-Based Approach. AIKE (2018)
Mattia Atzeni, Diego Reforgiato Recupero
Deep Learning and Sentiment Analysis for Human-Robot Interaction. ESWC (Satellite Events) (2018)
Mattia Atzeni, Maurizio Atzori
What Is the Cube Root of 27? Question Answering Over CodeOntology. ISWC (1) (2018)
Mattia Atzeni, Maurizio Atzori
Towards Semantic Approaches for General-Purpose End-User Development. IRC (2018)
Mattia Atzeni, Amna Dridi, Diego Reforgiato Recupero
Using frame-based resources for sentiment analysis within the financial domain. Prog. Artif. Intell. 7 (4) (2018)
Mattia Atzeni, Maurizio Atzori
CodeOntology: Querying Source Code in a Semantic Framework. ISWC (Posters, Demos & Industry Tracks) (2017)
Mattia Atzeni, Amna Dridi, Diego Reforgiato Recupero
Fine-Grained Sentiment Analysis on Financial Microblogs and News Headlines. SemWebEval@ESWC (2017)
Mattia Atzeni, Maurizio Atzori
CodeOntology: RDF-ization of Source Code. ISWC (2) (2017)
Amna Dridi, Mattia Atzeni, Diego Reforgiato Recupero
Bearish-Bullish Sentiment Analysis on Financial Microblogs. EMSASW@ESWC (2017)