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Named Entity Recognition

PaDeLLM-NER: Parallel Decoding in Large Language Models for Named Entity Recognition
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Natural Language Processing Named Entity Recognition 🏢 ByteDance
PaDeLLM-NER massively accelerates LLM-based NER inference by up to 10x, enabling near real-time performance without accuracy loss.
Lambda: Learning Matchable Prior For Entity Alignment with Unlabeled Dangling Cases
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AI Generated Natural Language Processing Named Entity Recognition 🏢 Shanghai Jiao Tong University
Lambda: A novel framework tackles entity alignment challenges with unlabeled dangling entities using GNN-based encoding, spectral contrastive learning, and an iterative PU learning algorithm, achievin…