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Utilizing Background Knowledge for Robust Reasoning over Traffic Situations


Dec 04, 2022
Jiarui Zhang, Filip Ilievski, Aravinda Kollaa, Jonathan Francis, Kaixin Ma, Alessandro Oltramari

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* Camera ready version of AAAI 2023 workshop on Knowledge-Augmented Methods for Natural Language Processing 

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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

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* 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

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* 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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Open Domain Question Answering over Virtual Documents: A Unified Approach for Data and Text


Oct 16, 2021
Kaixin Ma, Hao Cheng, Xiaodong Liu, Eric Nyberg, Jianfeng Gao

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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

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* 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

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* AAAI-CSKG 2021 

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Audio-Visual Event Recognition through the lens of Adversary


Nov 15, 2020
Juncheng B Li, Kaixin Ma, Shuhui Qu, Po-Yao Huang, Florian Metze

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* 4 pages 

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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

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* 10 pages 

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