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Continual relation extraction is an important task that focuses on extracting new facts incrementally from unstructured text.
Lifelong Learning Algorithms
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Neural Relation Extraction with Selective Attention over Instances
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Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations
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Quantifying Similarity between Relations with Fact Distribution
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Episodic Memory in Lifelong Language Learning
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Wikidata: A large-scale collaborative ontological medical database
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Sentence Embedding Alignment for Lifelong Relation Extraction
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Sentence Embedding Alignment for Lifelong Relation Extraction
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Meta-Learning Improves Lifelong Relation Extraction
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Scalable and Order-robust Continual Learning with Additive Parameter Decomposition
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