Towards Deep Learning in Hindi NER: An approach to tackle the Labelled Data Sparsity.
Vinayak AthavaleShreenivas BharadwajMonik PamechaAmeya PrabhuManish ShrivastavaPublished in: ICON (2016)
Keyphrases
- deep learning
- named entity recognition
- data sparsity
- collaborative filtering
- named entities
- information extraction
- matrix factorization
- unsupervised learning
- semi supervised
- natural language processing
- weakly supervised
- recommender systems
- transfer learning
- machine learning
- relation extraction
- maximum entropy
- conditional random fields
- unsupervised feature learning
- proper names
- text mining
- text classification
- mental models
- natural language
- active learning
- pairwise
- user ratings
- cross lingual
- user preferences
- machine translation
- learning strategies
- missing data
- labeled data
- graphical models
- co occurrence
- supervised learning
- data analysis
- multiscale