Scientific Information Extraction with Semi-supervised Neural Tagging.
Yi LuanMari OstendorfHannaneh HajishirziPublished in: CoRR (2017)
Keyphrases
- semi supervised
- information extraction
- named entity recognition
- semi supervised learning
- network architecture
- precision and recall
- natural language processing
- labeled data
- unlabeled data
- pairwise
- neural network
- unsupervised learning
- multi view
- metadata
- text mining
- web mining
- named entities
- scientific data
- semi structured
- conditional random fields
- pairwise constraints
- relation extraction
- free text
- active learning
- web documents
- structured data
- question answering
- information retrieval
- machine learning
- artificial intelligence
- data mining
- labeled examples
- textual data
- part of speech
- semi supervised clustering
- natural language text
- social tagging
- machine translation
- bio inspired
- associative memory
- data sets
- co training
- science education
- metric learning
- text processing
- subspace learning
- semi supervised classification
- supervised learning
- reinforcement learning
- extracting meaningful