Search Results for author: Jay-Yoon Lee

Found 3 papers, 1 papers with code

Structured Energy Network as a dynamic loss function. Case study. A case study with multi-label Classification

no code implementations29 Sep 2021 Jay-Yoon Lee, Dhruvesh Patel, Purujit Goyal, Andrew McCallum

The best version of SEAL that uses NCE ranking method achieves close to +2. 85, +2. 23 respective F1 point gain in average over cross-entropy and INFNET on the feature-based datasets, excluding one outlier that has an excessive gain of +50. 0 F1 points.

Multi-Label Classification Structured Prediction

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