Alibaba Cloud Developer
Alibaba Cloud Developer
Dec 26, 2018 · Artificial Intelligence

Can AI Generate Perfect Short Product Titles? A Multi-Source Pointer Network Approach

This article investigates the challenge of generating concise e‑commerce product short titles by formalizing it as a constrained text‑summarization task, proposes a Multi‑Source Pointer Network that leverages both title and background knowledge encoders, and demonstrates its superiority through extensive offline and online experiments.

e-commerceextractive summarizationpointer network
0 likes · 17 min read
Can AI Generate Perfect Short Product Titles? A Multi-Source Pointer Network Approach
GF Securities FinTech
GF Securities FinTech
Sep 7, 2016 · Artificial Intelligence

How Google’s Open‑Source TensorFlow Model Generates Accurate Summaries for Long Texts

Google Brain’s open‑source TensorFlow model tackles long‑text summarization by extracting key information and generating concise headlines, demonstrating state‑of‑the‑art extractive and abstractive techniques, with released code, hyper‑parameter details, and examples that illustrate its performance on news articles.

TensorFlowabstractive summarizationextractive summarization
0 likes · 6 min read
How Google’s Open‑Source TensorFlow Model Generates Accurate Summaries for Long Texts