Cross-Sentence N-ary Relation Extraction with Graph LSTMs.
Nanyun PengHoifung PoonChris QuirkKristina ToutanovaWen-tau YihPublished in: CoRR (2017)
Keyphrases
- relation extraction
- dependency tree
- semantic role labeling
- manually annotated
- information extraction
- automatic extraction
- parse tree
- dependency trees
- domain specific
- named entities
- semantic relations
- structured data
- semantic features
- named entity recognition
- broad coverage
- question answering
- semantic roles
- linguistic features
- natural language text
- coreference resolution
- natural language processing
- natural language
- dependency parsing
- text summarization
- tree kernels
- machine learning
- sentence level
- data mining