Deep Learning for Unsupervised Relation Extraction / Apprentissage profond pour l'extraction non supervisée de relations
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Tác giả chưa xác định. Deep Learning for Unsupervised Relation Extraction / Apprentissage profond pour l'extraction non supervisée de relations. Thesis, HAL - Pháp.
Việt Nam (chuẩn TCVN 5453:1991):
. Deep Learning for Unsupervised Relation Extraction / Apprentissage profond pour l'extraction non supervisée de relations. Thesis. HAL - Pháp. Truy cập từ .
Tóm tắt
Capturing concepts' interrelations is a fundamental of natural language understanding. It constitutes a bridge between two historically separate approaches of artificial intelligence: the use of symbolic and distributed representations. However, tackling this problem without human supervision poses several issues, and unsupervised models have difficulties echoing the expressive breakthroughs of supervised ones. This thesis addresses two supervision gaps we identified: the problem of regularizati...