Tag: weak-supervision

All the articles with the tag "weak-supervision".

• Importance-weighted fine-tuning for relation extraction

  19 Mar, 2026

  Implementing ATLANTIS (Liu et al., ACL 2025) — an importance-weighted weak-to-strong fine-tuning method — from scratch and applying it to sentence-level relation extraction across encoder–decoder (Flan-T5) and decoder-only (Qwen2) models on SemEval-2010 Task 8 and CoNLL2004.