{ "window": 510, "inputs": [ "input_ids", "attention_mask", "mention_starts", "mention_ends", "quote_starts", "quote_ends" ], "outputs": [ "entity_logits", "nominal_logits", "coref_scores", "attribution_scores" ], "notes": "coref_scores[i][j] scores mention j as antecedent of mention i (j < i); 0 is the no-antecedent score. attribution_scores[q][0] is 'speaker not in window', column m+1 is mention m.", "training": { "base": "roberta-base", "teacherBase": "microsoft/deberta-v3-large", "sources": [ "litbank", "pdnc", "pdnc_alias", "gutenberg" ], "documents": 272, "folds": 5, "epochs": 3, "lr": 3e-05, "teacherEpochs": 2, "teacherLr": 2e-05, "distillWeight": 1.0, "lossWeights": { "entity": 3.0, "nominal": 2.0 }, "novelWindows": 0, "litbankRepeat": 4, "window": 510, "offsets": [ 0, 255 ], "teacherOffsets": [ 0 ], "unlabeledWindows": 30000, "unlabeledDocuments": 100, "seed": 1, "teacherCheckpoint": null } }