MCDN combines word-level Transformer encoding with segment-level relation network reasoning over AltLex chunks and raises AltLex test F1 to 81.47 (Training) and 82.50 (Bootstrapped), above BERT on that dataset.
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A Multi-level Neural Network for Implicit Causality Detection in Web Texts
MCDN combines word-level Transformer encoding with segment-level relation network reasoning over AltLex chunks and raises AltLex test F1 to 81.47 (Training) and 82.50 (Bootstrapped), above BERT on that dataset.