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05/11/2023
Long-Tailed Question Answering in an Open World
Real-world data often have an open long-tailed distribution, and buildin...
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05/11/2023
Domain Incremental Lifelong Learning in an Open World
Lifelong learning (LL) is an important ability for NLP models to learn n...
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05/05/2023
Out-of-Domain Intent Detection Considering Multi-turn Dialogue Contexts
Out-of-Domain (OOD) intent detection is vital for practical dialogue sys...
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05/05/2023
A Survey on Out-of-Distribution Detection in NLP
Out-of-distribution (OOD) detection is essential for the reliable and sa...
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11/10/2022
Estimating Soft Labels for Out-of-Domain Intent Detection
Out-of-Domain (OOD) intent detection is important for practical dialog s...
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08/31/2022
Lifelong Learning for Question Answering with Hierarchical Prompts
QA models with lifelong learning (LL) abilities are important for practi...
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06/10/2019