Positive-Guided Knowledge Distillation for Document-Level Relation Extraction with Noisy Labeled Data.
Daojian ZengJianling ZhuLincheng JiangJianhua DaiPublished in: NLPCC (1) (2023)
Keyphrases
- labeled data
- relation extraction
- semi supervised
- semi supervised learning
- unlabeled data
- prior knowledge
- document level
- active learning
- background knowledge
- text classification
- training data
- supervised learning
- transfer learning
- named entity recognition
- coreference resolution
- automatic extraction
- domain knowledge
- knowledge representation
- sentiment classification
- semantic relations
- knowledge base
- domain specific
- data points
- knowledge transfer
- target domain
- domain adaptation
- information extraction
- data sets
- question answering
- knowledge sources
- query expansion
- named entities
- document collections
- text mining
- semantic features
- sentence level