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pro vyhledávání: '"Faldu, Keyur"'
Recently, quite a few novel neural architectures were derived to solve math word problems by predicting expression trees. These architectures varied from seq2seq models, including encoders leveraging graph relationships combined with tree decoders. T
Externí odkaz:
http://arxiv.org/abs/2206.01268
Mathematical reasoning would be one of the next frontiers for artificial intelligence to make significant progress. The ongoing surge to solve math word problems (MWPs) and hence achieve better mathematical reasoning ability would continue to be a ke
Externí odkaz:
http://arxiv.org/abs/2111.05364
AI systems have seen significant adoption in various domains. At the same time, further adoption in some domains is hindered by inability to fully trust an AI system that it will not harm a human. Besides the concerns for fairness, privacy, transpare
Externí odkaz:
http://arxiv.org/abs/2108.01174
Contextualized entity representations learned by state-of-the-art transformer-based language models (TLMs) like BERT, GPT, T5, etc., leverage the attention mechanism to learn the data context from training data corpus. However, these models do not us
Externí odkaz:
http://arxiv.org/abs/2104.08145
The recent series of innovations in deep learning (DL) have shown enormous potential to impact individuals and society, both positively and negatively. The DL models utilizing massive computing power and enormous datasets have significantly outperfor
Externí odkaz:
http://arxiv.org/abs/2010.08660
It has long been recognized that academic success is a result of both cognitive and non-cognitive dimensions acting together. Consequently, any intelligent learning platform designed to improve learning outcomes (LOs) must provide actionable inputs t
Externí odkaz:
http://arxiv.org/abs/2010.02629
Autor:
Rawte, Vipula, Chakraborty, Megha, Roy, Kaushik, Gaur, Manas, Faldu, Keyur, Kikani, Prashant, Akbari, Hemang, Sheth, Amit
Language understanding involves processing text with both the grammatical and 2 common-sense contexts of the text fragments. The text “I went to the grocery store 3 and brought home a car” requires both the grammatical context (syntactic) and 4 c
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::5c461134989cde501767f2357c76d2b1
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