Search Results for author: He Xie

Found 4 papers, 1 papers with code

Towards Realistic Single-Task Continuous Learning Research for NER

1 code implementation Findings (EMNLP) 2021 Justin Payan, Yuval Merhav, He Xie, Satyapriya Krishna, Anil Ramakrishna, Mukund Sridhar, Rahul Gupta

There is an increasing interest in continuous learning (CL), as data privacy is becoming a priority for real-world machine learning applications.

NER

Industry Scale Semi-Supervised Learning for Natural Language Understanding

no code implementations NAACL 2021 Luoxin Chen, Francisco Garcia, Varun Kumar, He Xie, Jianhua Lu

This paper presents a production Semi-Supervised Learning (SSL) pipeline based on the student-teacher framework, which leverages millions of unlabeled examples to improve Natural Language Understanding (NLU) tasks.

Intent Classification Knowledge Distillation +4

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