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06/02/2022
MMTM: Multi-Tasking Multi-Decoder Transformer for Math Word Problems
Recently, quite a few novel neural architectures were derived to solve m...
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10/29/2021
Towards Tractable Mathematical Reasoning: Challenges, Strategies, and Opportunities for Solving Math Word Problems
Mathematical reasoning would be one of the next frontiers for artificial...
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08/02/2021
Knowledge-intensive Language Understanding for Explainable AI
AI systems have seen significant adoption in various domains. At the sam...
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04/09/2021
KI-BERT: Infusing Knowledge Context for Better Language and Domain Understanding
Contextualized entity representations learned by state-of-the-art deep l...
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10/16/2020
Semantics of the Black-Box: Can knowledge graphs help make deep learning systems more interpretable and explainable?
The recent series of innovations in deep learning (DL) have shown enormo...
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10/06/2020
