Integrating Predictions from Neural-Network Relation Classifiers into Coreference and Bridging Resolution
Ina Roesiger, Maximilian Köper, Kim-Anh Nguyen, Sabine Schulte im Walde · 2018
Cases of coreference and bridging resolution often require knowledge about semantic relations between anaphors and antecedents.We suggest state-of-the-art neural-network classifiers trained on relation benchmarks to predict and integrate likelihoods for relations.Two experiments with representations differing in noise and complexity improve our bridging but not our coreference resolver.