Sets Upd Work — Wals Roberta

Goal

def forward(self, user_wals_vec, item_roberta_vec): u = self.wals_proj(user_wals_vec) i = self.roberta_proj(item_roberta_vec) return (u * i).sum(dim=1)

WALS (Weighted Alternating Least Squares)

WALS (Weighted Angle and Length Scaling) RoBERTa setups

Here’s a concise, interesting content outline for — a niche but powerful technique for improving sentence embeddings, especially for semantic textual similarity (STS) and retrieval tasks. wals roberta sets upd

Install core libraries