Enhancing Relation Extraction by Using Shortest Dependency Paths Between Entities with Pre-trained Language Models.
Haluk Alper KaraevliTunga GüngörPublished in: INISTA (2022)
Keyphrases
- language model
- relation extraction
- pre trained
- named entities
- dependency trees
- information extraction
- language modeling
- training data
- automatic extraction
- n gram
- semantic role labeling
- information retrieval
- named entity recognition
- question answering
- speech recognition
- semantic relations
- domain specific
- training examples
- probabilistic model
- co occurrence
- natural language processing
- context sensitive
- query expansion
- retrieval model
- semantic features
- text mining
- relevance model
- knowledge sources
- entity ranking
- text documents
- learning algorithm
- feature selection
- markov random field
- decision trees
- unsupervised learning