ronke21/HeRE
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HeRE (AACL 2026): gold/silver RE datasets, HeRE-KG, and the HebNLI-fine-tuned denoisers used to build them.
Note Gold validation/test sets, silver corpus with all denoising signals, HeRE-KG
Note Strategy 2 LoRA; one of the three agree3 models behind the published label
Note Strategy 1 encoder; deployed silver signal
Note Strategy 1 encoder; deployed silver signal
Note Strategy 1 best encoder (F1 0.779)
Note Strategy 2 best fine-tuned LLM (F1 0.873)
Note Strategy 2 LoRA (F1 0.849)
Note Strategy 1 encoder (F1 0.618)