Scientific Information Extraction with Semi-supervised Neural Tagging.
Yi LuanMari OstendorfHannaneh HajishirziPublished in: EMNLP (2017)
Keyphrases
- semi supervised
- information extraction
- named entity recognition
- network architecture
- semi supervised learning
- precision and recall
- neural network
- labeled data
- pairwise
- natural language processing
- machine learning
- active learning
- unlabeled data
- unsupervised learning
- scientific data
- text mining
- supervised learning
- web documents
- textual data
- structured data
- multi view
- text summarization
- conditional random fields
- co training
- semi supervised classification
- information retrieval
- named entities
- text processing
- pairwise constraints
- ontology based information extraction
- semi structured
- free text
- artificial intelligence
- metadata
- data mining
- neural model
- question answering
- labeled examples
- subspace learning
- semi supervised clustering
- web mining
- relational learning
- artificial neural networks
- text documents
- bio inspired
- machine translation
- social tagging