Chenwei Zhang
Chenwei Zhang has 2 papers in our library, in 2018–2019; often with Philip S. Yu, Nan Du, Wei Fan.
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📄 2 works in our library · 🔗 Cited 129 times in our library · ⭐ Paper Stars ranking: #3123
Concepts, shelves and topics
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
Works by year
2010s
20191 paperJoint Slot Filling and Intent Detection via Capsule Neural Networks20181 paperZero-shot User Intent Detection via Capsule Neural Networks
Papers
- Joint Slot Filling and Intent Detection via Capsule Neural Networks (2019 · 315 citations)
Voice assistants and similar NLU systems must make two linked decisions. They tag each word with a slot label, such as marking "Sungmin" as an artist. They also assign an intent to the whole utterance, such as AddToPlaylist. Earlier systems either ran these steps as a pipeline or used joint sequence-labeling models… - Zero-shot User Intent Detection via Capsule Neural Networks (2018 · 262 citations)
Voice assistants keep gaining new skills, so intent classifiers often meet user intents with no annotated utterances yet.
Co-authors here
Venues
- Annual Meeting of the Association for Computational Linguistics (ACL): ACL 2019
- Conference on Empirical Methods in Natural Language Processing (EMNLP): EMNLP 2018
Cited by
Updated
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