CoveR - a DylanJHJ Collection

DylanJHJ 's Collections

updated 1 day ago

Released checkpoints from "Search for Coverage: Learning Coverage-Aware Retrieval with Augmented Sub-Question Answerability"

DylanJHJ/modernbert-base.cover-5k

0.1B • Updated 7 days ago • 104
DylanJHJ/modernbert-base.scope-5k

Updated 7 days ago • 53

Note This is the variant without relevance-based pre-fine-tuning. The results on BEIR is suboptimal (0.4835)
DylanJHJ/modernbert-base.relevance-10k

0.1B • Updated Dec 8, 2025 • 50
DylanJHJ/modernbert-base.scope-10k

Updated 7 days ago • 94
DylanJHJ/modernbert-base.relevance-25k

Updated 7 days ago • 49

Note This checkpoint is for debugging, training for 25k on msmarco resulted in degraded performance on BEIR (0.4979)
DylanJHJ/modernbert-base.relevance-scope-flt-10k

0.1B • Updated Dec 10, 2025 • 99

Note Without any human-annotated labels, this checkpoint is built from scratch with SCOPE-flatten datasets. The training didn't help much, and the performance on BEIR remains similar (0.4763).