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Apr 18, 2022 · Artificial Intelligence

Transformer‑Based Denoising AutoEncoder (TSDAE) for Job Description Embeddings (Job2Vec)

This article explains how TSDAE, a transformer‑based denoising auto‑encoder, converts noisy job description sentences into robust vector embeddings, details its training process, loss function, dataset preparation, and demonstrates using FAISS for similarity search on the resulting Job2Vec representations.