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Kangmin Tan

2 accepted papers

2022

Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER

ACL 2022long

Recent advances in prompt-based learning have shown strong results on few-shot text classification by using cloze-style templates. Similar attempts have been made on named entity recognition (NER) which manually design templates to predict entity types for every text span in a sentence. However, suc…

2022

Unsupervised Cross-Task Generalization via Retrieval Augmentation

NeurIPS 2022accept

Humans can perform unseen tasks by recalling relevant skills acquired previously and then generalizing them to the target tasks, even if there is no supervision at all. In this paper, we aim to improve this kind of cross-task generalization ability of massive multi-task language models, such as T0 a…