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Coalescing Global and Local Information for Procedural Text Understanding


Aug 26, 2022
Kaixin Ma, Filip Ilievski, Jonathan Francis, Eric Nyberg, Alessandro Oltramari

* COLING 2022 

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An Empirical Investigation of Commonsense Self-Supervision with Knowledge Graphs


May 21, 2022
Jiarui Zhang, Filip Ilievski, Kaixin Ma, Jonathan Francis, Alessandro Oltramari


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Generalizable Neuro-symbolic Systems for Commonsense Question Answering


Jan 17, 2022
Alessandro Oltramari, Jonathan Francis, Filip Ilievski, Kaixin Ma, Roshanak Mirzaee

* In Pascal Hitzler, Md Kamruzzaman Sarker (eds.), Neuro-Symbolic Artificial Intelligence: The State of the Art. Frontiers in Artificial Intelligence and Applications Vol. 342, IOS Press, Amsterdam, 2022. arXiv admin note: text overlap with arXiv:2003.04707 

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Exploring Strategies for Generalizable Commonsense Reasoning with Pre-trained Models


Sep 07, 2021
Kaixin Ma, Filip Ilievski, Jonathan Francis, Satoru Ozaki, Eric Nyberg, Alessandro Oltramari

* EMNLP 2021 

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Dimensions of Commonsense Knowledge


Jan 12, 2021
Filip Ilievski, Alessandro Oltramari, Kaixin Ma, Bin Zhang, Deborah L. McGuinness, Pedro Szekely


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Lexically-constrained Text Generation through Commonsense Knowledge Extraction and Injection


Dec 19, 2020
Yikang Li, Pulkit Goel, Varsha Kuppur Rajendra, Har Simrat Singh, Jonathan Francis, Kaixin Ma, Eric Nyberg, Alessandro Oltramari

* AAAI-CSKG 2021 

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Knowledge-driven Self-supervision for Zero-shot Commonsense Question Answering


Nov 07, 2020
Kaixin Ma, Filip Ilievski, Jonathan Francis, Yonatan Bisk, Eric Nyberg, Alessandro Oltramari

* 10 pages 

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Neuro-symbolic Architectures for Context Understanding


Mar 09, 2020
Alessandro Oltramari, Jonathan Francis, Cory Henson, Kaixin Ma, Ruwan Wickramarachchi

* In: Ilaria Tiddi, Freddy Lecue, Pascal Hitzler (eds.), Knowledge Graphs for eXplainable AI -- Foundations, Applications and Challenges. Studies on the Semantic Web, IOS Press, Amsterdam, 2020. arXiv admin note: text overlap with arXiv:1910.14087 

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Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering


Oct 30, 2019
Kaixin Ma, Jonathan Francis, Quanyang Lu, Eric Nyberg, Alessandro Oltramari

* EMNLP-COIN 2019 

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Conceptual Analysis of Lexical Taxonomies: The Case of WordNet Top-Level


Sep 11, 2001
Aldo Gangemi, Nicola Guarino, Alessandro Oltramari

* 12 pages, 2 figures, 2 tables, submitted to FOIS 2001 

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