Hua Xu
Hua Xu has 2 papers in our library, in 2019–2020, most of them on Sentiment & emotion, Vision & language; often with Wenmeng Yu.
OpenAlex · ORCID · h-index 40 · 224 works · 7,803 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 116 times in our library · ⭐ Paper Stars ranking: #2766
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Concepts, shelves and topics
📚 Shelves 7The field of science this work belongs to (OpenAlex fields).Computer Science · 2 worksArtificial Intelligence · 2 worksPsychology · 1 workComputer Vision and Pattern Recognition · 1 workExperimental and Cognitive Psychology · 1 workArts and Humanities · 1 workLanguage and Linguistics · 1 work
🧭 Topics 2Research subjects and languages the work is about.Sentiment & emotion · 1 workVision & language · 1 work
Works by year
2020s
2010s
Papers
- CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality (2020 · 493 citations)
Existing multimodal sentiment datasets give each video segment a single shared label. That label may not match what text, voice, or face convey individually, and it pushes late-fusion models toward overly similar per-modality representations. To address this, the authors built CH-SIMS, a Mandarin dataset of short… - Deep Unknown Intent Detection with Margin Loss (2019 · 205 citations)
Dialogue systems need to recognize user requests whose intent class never appeared in training. Such requests can point to new business needs and guide developers, but there are no examples of them and their number is unknown. Lin and Xu frame this as open-world classification, where all unseen intents are merged…
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