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05/18/2023
Learning In-context Learning for Named Entity Recognition
Named entity recognition in real-world applications suffers from the div...
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05/16/2023
Retentive or Forgetful? Diving into the Knowledge Memorizing Mechanism of Language Models
Memory is one of the most essential cognitive functions serving as a rep...
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03/14/2023
The Life Cycle of Knowledge in Big Language Models: A Survey
Knowledge plays a critical role in artificial intelligence. Recently, th...
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03/23/2022
Pre-training to Match for Unified Low-shot Relation Extraction
Low-shot relation extraction (RE) aims to recognize novel relations with...
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03/23/2022
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View
Prompt-based probing has been widely used in evaluating the abilities of...
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06/17/2021