Music Domain Named Entity Recognition: Challenges, Solutions, and Future Directions

This talk presents a comprehensive overview of music-domain Named Entity Recognition, covering its definition, unique challenges, candidate generation, training data construction, offline and online system architecture, successive model improvements (V1‑V3), knowledge‑fusion techniques, and future research directions.

MusicNERdomain adaptation

0 likes · 25 min read

Music Domain Named Entity Recognition: Challenges, Solutions, and Future Directions

DataFunTalk

Mar 4, 2022 · Artificial Intelligence

Music Domain Named Entity Recognition: Challenges, Solutions, and Future Directions

This article presents a comprehensive overview of named entity recognition (NER) for the music domain, covering its definition, historical development, specific challenges such as domain relevance and ambiguity, and detailed offline and online system architectures including candidate generation, training data construction, model iterations (V1‑V3), knowledge‑fusion frameworks, and future research directions.

MusicNERknowledge fusion

0 likes · 25 min read

Alibaba Cloud Developer

Jun 28, 2018 · Artificial Intelligence

How to Build a Knowledge Graph from Scratch: Bottom‑Up Techniques Explained

This article explains the fundamentals of knowledge graphs, compares top‑down and bottom‑up construction methods, describes data types, storage options, logical and technical architectures, and walks through the iterative steps of information extraction, knowledge fusion, processing, updating, and real‑world applications.

Graph DatabaseInformation ExtractionOntology

0 likes · 18 min read

How to Build a Knowledge Graph from Scratch: Bottom‑Up Techniques Explained