Multi-Sentence Argument Linking
Table 3: F1 on RAMS dev data when link score components are separately included/excluded (Equation 2) or other contextualized encoders are used in the best performing model. TCD = type-constrained decoding.
['Model', 'Greedy', 'TCD']
We perform preliminary sweeps across hyperparameter values, which are then fixed while we perform a more exhaustive sweep across scoring features. We also compare argmax decoding with greedy decoding during training. Our final model uses greedy decoding, sA,R, and sl and omits sE,R and sc