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When Polysemy Matters: Modeling Semantic Categorization with Word Embeddings
Recent work using word embeddings to model semantic categorization have indicated that static models outperform the more recent contextual class of models (Majewska et al, 2021).
Let’s Chat: Understanding User Expectations in Socialbot Interactions
This paper analyzes data from the 2021 Amazon Alexa Prize Socialbot Grand Challenge 4, in order to better understand the differences between human-computer interactions (HCI) in a socialbot setting and conventional human-to-human interactions.
BART for Post-Correction of OCR Newspaper Text
Optical character recognition (OCR) from newspaper page images is susceptible to noise due to degradation of old documents and variation in typesetting.
Proto: A Neural Cocktail for Generating Appealing Conversations
In this paper, we present our Alexa Prize Grand Challenge 4 socialbot: Proto.
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