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Journal of Artificial Intelligence Research
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A theoretical perspective on hyperdimensional computing
Thomas A., Dasgupta S., Rosing T. Journal of Artificial Intelligence Research 72(1): 215-249, 2022. Type: Article
Thomas, Dasgupta, and Rosing offer a tricky essay on hyperdimensional (HD) computing, a representational-transformational-retrieval computing paradigm that is brain-inspired, starting from signal levels as electrodes. All the content is highly tec...
Mar 27 2023
Automatic language identification in texts: a survey
Jauhiainen T., Lui M., Zampieri M., Baldwin T., Lindén K. Journal of Artificial Intelligence Research 65(1): 675-782, 2019. Type: Article
One might think that automatic language identification (LI) is straightforward--surely, distinguishing English from Polish is easy. This review shows that the problem is much harder than one might expect. For example, distingu...
Mar 19 2020
From word to sense embeddings: a survey on vector representations of meaning
Camacho-Collados J., Pilehvar M. Journal of Artificial Intelligence Research 63(1): 743-788, 2018. Type: Article
One application area where deep learning methods have shown remarkable success is natural language processing (NLP). The speech recognition and language understanding of virtual agents like Alexa and Siri, automatic translation between...
Oct 2 2019
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