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Training Data Enrichment for Infrequent Discourse Relations
AbstractDiscourse parsing is a popular technique widely used in text understanding, sentiment analysis and other NLP tasks. However, for most discourse parsers, the performance varies significantly across different discourse relations. …...
Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications
AbstractObstacles hindering the development of capsule networks for challenging NLP applications include poor scalability to large output spaces and less reliable routing processes. In this paper, we introduce: (i) an …...