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Zhuanzhuan Tech
Zhuanzhuan Tech
Sep 19, 2024 · Artificial Intelligence

Multi-Task Learning for Category Prediction in Zhaozhuan Search Intent Understanding

This article introduces multi‑task learning, reviews industry category‑prediction methods, and details Zhaozhuan's practical application of MTL to improve e‑commerce search intent understanding through hierarchical category, brand, and model prediction using RoBERTa and contrastive learning.

Artificial IntelligenceCategory PredictionNLP
0 likes · 11 min read
Multi-Task Learning for Category Prediction in Zhaozhuan Search Intent Understanding
TAL Education Technology
TAL Education Technology
Apr 14, 2022 · Artificial Intelligence

Intelligent Call Recording Quality Inspection Using Dual‑Mode Detection

This article proposes a dual‑mode detection solution for call‑recording quality inspection that combines rule‑based semantic similarity matching with BERT‑based sentence segmentation and RoBERTa multi‑label classification to achieve high accuracy, fast task adaptation, and strong generalization for customer‑service scenarios.

BERTNLPRoBERTa
0 likes · 7 min read
Intelligent Call Recording Quality Inspection Using Dual‑Mode Detection