Puyang Xu
Duke University(US)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Speech Recognition and Synthesis, Speech and dialogue systems, Multimodal Machine Learning Applications
Most-Cited Works
- → Convolutional neural network based triangular CRF for joint intent detection and slot filling(2013)343 cited
- → An End-to-end Approach for Handling Unknown Slot Values in Dialogue State Tracking(2018)149 cited
- → Contextual domain classification in spoken language understanding systems using recurrent neural network(2014)95 cited
- A Model for Temporal Dependencies in Event Streams(2011)
- → Self-supervised discriminative training of statistical language models(2009)30 cited
- → Exploiting shared information for multi-intent natural language sentence classification(2013)28 cited
- → Deep contextual language understanding in spoken dialogue systems(2015)27 cited
- → Targeted feature dropout for robust slot filling in natural language understanding(2014)27 cited
- → Analyzing features for automatic age estimation on cross-sectional data(2009)25 cited
- Efficient Subsampling for Training Complex Language Models(2011)