Yun-Nung Chen
National Taiwan University(TW)
Publications by Year
Research Areas
Topic Modeling, Natural Language Processing Techniques, Speech and dialogue systems, Multimodal Machine Learning Applications, Speech Recognition and Synthesis
Most-Cited Works
- → Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM(2016)474 cited
- → Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access(2017)300 cited
- → End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding(2016)161 cited
- → A User Simulator for Task-Completion Dialogues(2016)140 cited
- → Tree Transformer: Integrating Tree Structures into Self-Attention(2019)126 cited
- → Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts(2018)109 cited
- → Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems(2019)99 cited
- → Zero-shot learning of intent embeddings for expansion by convolutional deep structured semantic models(2016)84 cited
- → End-to-end joint learning of natural language understanding and dialogue manager(2017)81 cited
- → DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs(2019)76 cited