May 9, 2022 · Artificial Intelligence

TextToKnowledge (解语): Zero‑Shot Chinese Text Knowledge Annotation and Mining Framework

The article introduces TextToKnowledge, an open‑source Baidu platform that provides a unified Chinese term taxonomy (TermTree) and two annotation tools (WordTag and NPTag) to enable zero‑sample text labeling, term‑linking, and downstream knowledge‑mining applications for various NLP tasks.

Chinese NLPKnowledge GraphPaddleNLP

0 likes · 25 min read

TextToKnowledge (解语): Zero‑Shot Chinese Text Knowledge Annotation and Mining Framework

Ctrip Technology

Nov 3, 2017 · Artificial Intelligence

Intelligent Assistants: Definition, Deep‑Learning NLP Framework, and Applications in Intent Recognition, Knowledge Mining, and QA

This article explains what intelligent assistants are, distinguishes them from simple chatbots, outlines a four‑step deep‑learning NLP framework (Embed‑Encode‑Attend‑Predict), and demonstrates its use in intent recognition, knowledge mining, automatic question answering, and industry deployments.

AIDeep LearningIntelligent Assistant

0 likes · 17 min read

Intelligent Assistants: Definition, Deep‑Learning NLP Framework, and Applications in Intent Recognition, Knowledge Mining, and QA