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cs.CL2021
SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion
Muntasir Wahed, Daniel Gruhl, Alfredo Alba +5
Recent advances in text representation have shown that training on large amounts of text is crucial for natural language understanding. However, models trained without predefined n…
cs.AI2021
Large-scale Taxonomy Induction Using Entity and Word Embeddings
Petar Ristoski, Stefano Faralli, Simone Paolo Ponzetto +1
Taxonomies are an important ingredient of knowledge organization, and serve as a backbone for more sophisticated knowledge representations in intelligent systems, such as formal on…