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Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach
Wenpeng Yin, Jamaal Hay, Dan Roth
University of Pennsylvania
来源Conference on Empirical Methods in Natural Language Processing (EMNLP)
年份2019
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Wenpeng Yin, Jamaal Hay, Dan Roth. Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). 2019.
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学术脉络
学科主题
计算机 / AITopic Modeling
Domain Adaptation and Few-Shot Learning · Natural Language Processing Techniques
参考文献 30
Dataless Text Classification with Descriptive LDA
被引 76Xingyuan Chen, Yunqing Xia, Peng Jin · Proceedings of the AAAI Conference on Artificial Intelligence · 2015
Importance of semantic representation: dataless classification
被引 222Ming‐Wei Chang, Lev Ratinov, Dan Roth · National Conference on Artificial Intelligence · 2008
Computing semantic relatedness using Wikipedia-based explicit semantic analysis
被引 1,981Evgeniy Gabrilovich, Shaul Markovitch · 2007
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Recent Advances in Natural Language Processing via Large Pre-trained Language Models: A Survey
被引 1,386Bonan Min, Hayley Ross, Elior Sulem · ACM Computing Surveys · 2023
Exploiting Cloze-Questions for Few-Shot Text Classification and Natural Language Inference
被引 1,305Timo Schick, Hinrich Schütze · Conference of the European Chapter of the Association for Computational Linguistics · 2021
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