Yun-Nung (Vivian) Chen

Most-cited papers

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction
C. Goo, Guang-Lai Gao, Yun-Kai Hsu, Chih-Li Huo +3 more
2018North American Chapter of the Association for Computational Linguistics524 citations Open access
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Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM
Dilek Z. Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Yun-Nung (Vivian) Chen +3 more
2016Interspeech492 citations
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End-to-End Task-Completion Neural Dialogue Systems
Xiu-Jun Li, Yun-Nung (Vivian) Chen, Lihong Li, Jianfeng Gao +1 more
2017International Joint Conference on Natural Language Processing384 citations
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Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access
Bhuwan Dhingra, Lihong Li, Xiu-Jun Li, Jianfeng Gao +3 more
2016Annual Meeting of the Association for Computational Linguistics312 citations Open access
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A User Simulator for Task-Completion Dialogues
Xiu-Jun Li, Zachary Chase Lipton, Bhuwan Dhingra, Lihong Li +2 more
2016arXiv.org189 citations
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Tree Transformer: Integrating Tree Structures into Self-Attention
Yau-Shian Wang, Hung-yi Lee, Yun-Nung (Vivian) Chen
2019Conference on Empirical Methods in Natural Language Processing168 citations Open access
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LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models
Yen-Ting Lin, Yun-Nung (Vivian) Chen
2023NLP4CONVAI154 citations Open access
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End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding
Yun-Nung (Vivian) Chen, Dilek Z. Hakkani-Tür, Gökhan Tür, Jianfeng Gao +1 more
2016Interspeech149 citations
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Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts
C. Goo, Yun-Nung (Vivian) Chen
2018Spoken Language Technology Workshop136 citations Open access
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Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems
Ting-Rui Chiang, Yun-Nung (Vivian) Chen
2018North American Chapter of the Association for Computational Linguistics127 citations Open access
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Zero-shot learning of intent embeddings for expansion by convolutional deep structured semantic models
Yun-Nung (Vivian) Chen, Dilek Z. Hakkani-Tür, Xiao-Dong He
2016IEEE International Conference on Acoustics, Speech, and Signal Processing89 citations
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End-to-end joint learning of natural language understanding and dialogue manager
Xuesong Yang, Yun-Nung (Vivian) Chen, Dilek Z. Hakkani-Tür, Paul A. Crook +3 more
2016IEEE International Conference on Acoustics, Speech, and Signal Processing86 citations Open access
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DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs
Yi-Lin Tuan, Yun-Nung (Vivian) Chen, Hung-yi Lee
2019Conference on Empirical Methods in Natural Language Processing78 citations Open access
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Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning
Baolin Peng, Xiu-Jun Li, Jianfeng Gao, Jing-Jing Liu +2 more
2017IEEE International Conference on Acoustics, Speech, and Signal Processing76 citations Open access
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Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning
Shang-Yu Su, Xiu-Jun Li, Jianfeng Gao, Jing-Jing Liu +1 more
2018Conference on Empirical Methods in Natural Language Processing68 citations Open access
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Syntax or semantics? knowledge-guided joint semantic frame parsing
Yun-Nung (Vivian) Chen, Dilek Hakanni-Tür, Gökhan Tür, Asli Celikyilmaz +2 more
2016Spoken Language Technology Workshop56 citations
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Deep Learning for Dialogue Systems
Yun-Nung (Vivian) Chen, Asli Celikyilmaz, Dilek Z. Hakkani-Tür
2018International Conference on Computational Linguistics53 citations
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Learning Asr-Robust Contextualized Embeddings for Spoken Language Understanding
Chao-Wei Huang, Yun-Nung (Vivian) Chen
2019IEEE International Conference on Acoustics, Speech, and Signal Processing49 citations
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How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues
Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung (Vivian) Chen
2018North American Chapter of the Association for Computational Linguistics46 citations Open access
Semantic Scholar
FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension
Yi-Ting Yeh, Yun-Nung (Vivian) Chen
2019Conference on Empirical Methods in Natural Language Processing43 citations Open access
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An Intelligent Assistant for High-Level Task Understanding
Ming Sun, Yun-Nung (Vivian) Chen, Alexander I. Rudnicky
2016International Conference on Intelligent User Interfaces42 citations
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What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition
Ting-Yun Chang, Yun-Nung (Vivian) Chen
2019Conference on Empirical Methods in Natural Language Processing41 citations Open access
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Dual Supervised Learning for Natural Language Understanding and Generation
Shang-Yu Su, Chao-Wei Huang, Yun-Nung (Vivian) Chen
2019Annual Meeting of the Association for Computational Linguistics40 citations Open access
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Natural Language Generation by Hierarchical Decoding with Linguistic Patterns
Shang-Yu Su, Kai-Ling Lo, Yi-Ting Yeh, Yun-Nung (Vivian) Chen
2018North American Chapter of the Association for Computational Linguistics39 citations Open access
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SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues
Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung (Vivian) Chen
2022Annual Meeting of the Association for Computational Linguistics38 citations Open access
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Adapting Pretrained Transformer to Lattices for Spoken Language Understanding
Chao-Wei Huang, Yun-Nung (Vivian) Chen
2019Automatic Speech Recognition & Understanding38 citations Open access
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Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding
Yun-Nung (Vivian) Chen, William Yang Wang, A. Gershman, Alexander I. Rudnicky
2015Annual Meeting of the Association for Computational Linguistics38 citations Open access
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QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization
Yi-Ting Yeh, Yun-Nung (Vivian) Chen
2019Conference on Empirical Methods in Natural Language Processing35 citations Open access
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MUSE: Modularizing Unsupervised Sense Embeddings
Guang-He Lee, Yun-Nung (Vivian) Chen
2017Conference on Empirical Methods in Natural Language Processing35 citations Open access
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Leveraging Behavioral Patterns of Mobile Applications for Personalized Spoken Language Understanding
Yun-Nung (Vivian) Chen, Ming Sun, Alexander I. Rudnicky, A. Gershman
2015International Conference on Multimodal Interaction35 citations
Semantic Scholar
The Prevalence and Impact of Fake News on COVID-19 Vaccination in Taiwan: Retrospective Study of Digital Media
Yen-Pin Chen, Yi-Ying Chen, Kai-Chou Yang, F. Lai +3 more
2022Journal of Medical Internet Research34 citations Open access
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BARCOR: Towards A Unified Framework for Conversational Recommendation Systems
Ting-Ting Wang, Shang-Yu Su, Yun-Nung (Vivian) Chen
2022arXiv.org34 citations Open access
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Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems
Xiu-Jun Li, Yun-Nung (Vivian) Chen, Lihong Li, Jianfeng Gao +1 more
2017arXiv.org32 citations
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Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks
Yun-Nung (Vivian) Chen, Dilek Z. Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz +2 more
2016arXiv.org32 citations
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Dynamic time-aware attention to speaker roles and contexts for spoken language understanding
Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung (Vivian) Chen
2017Automatic Speech Recognition & Understanding29 citations Open access
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Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning
Ta-Chung Chi, Po-Chun Chen, Shang-Yu Su, Yun-Nung (Vivian) Chen
2017International Joint Conference on Natural Language Processing29 citations
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Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model
Hao-Tong Ye, Kai-Ling Lo, Shang-Yu Su, Yun-Nung (Vivian) Chen
2019Computer Speech and Language28 citations Open access
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Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding
Yun-Nung (Vivian) Chen, William Yang Wang, Alexander I. Rudnicky
2015North American Chapter of the Association for Computational Linguistics28 citations Open access
Semantic Scholar
Deriving local relational surface forms from dependency-based entity embeddings for unsupervised spoken language understanding
Yun-Nung (Vivian) Chen, Dilek Z. Hakkani-Tür, Gokan Tur
2014Spoken Language Technology Workshop25 citations
Semantic Scholar
Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation
Chia-Hsuan Lee, Yun-Nung (Vivian) Chen, Hung-yi Lee
2019IEEE International Conference on Acoustics, Speech, and Signal Processing24 citations Open access
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xSense: Learning Sense-Separated Sparse Representations and Textual Definitions for Explainable Word Sense Networks
Ting-Yun Chang, Ta-Chung Chi, Shang-Chi Tsai, Yun-Nung (Vivian) Chen
2018arXiv.org24 citations
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Entropy-Enhanced Multimodal Attention Model for Scene-Aware Dialogue Generation
Kuan-Yen Lin, Chao-Chun Hsu, Yun-Nung (Vivian) Chen, Lun-Wei Ku
2019arXiv.org22 citations
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Using Deep Learning for Automatic Icd-10 Classification from Free-Text Data
Ssu-Ming Wang, Yu-Hsuan Chang, Lu-Cheng Kuo, F. Lai +5 more
202020 citations
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Spoken Knowledge Organization by Semantic Structuring and a Prototype Course Lecture System for Personalized Learning
Hung-yi Lee, S. Shiang, Ching-feng Yeh, Yun-Nung (Vivian) Chen +3 more
2014IEEE/ACM Transactions on Audio Speech and Language Processing19 citations
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Learning OOV through semantic relatedness in spoken dialog systems
Ming Sun, Yun-Nung (Vivian) Chen, Alexander I. Rudnicky
2015Interspeech17 citations
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Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling
Yi-Ting Yeh, Tzu-Chuan Lin, Hsiao-Hua Cheng, Yuanyuan Deng +2 more
2019arXiv.org16 citations
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Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning
Hui-Chi Kuo, Yun-Nung (Vivian) Chen
2022Annual Meeting of the Association for Computational Linguistics14 citations Open access
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Open-Domain Conversational Question Answering with Historical Answers
Hung-Chieh Fang, Kuo-Han Hung, Chao-Wei Huang, Yun-Nung (Vivian) Chen
2022AACL/IJCNLP14 citations Open access
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Unsupervised user intent modeling by feature-enriched matrix factorization
Yun-Nung (Vivian) Chen, Ming Sun, Alexander I. Rudnicky, A. Gershman
2016IEEE International Conference on Acoustics, Speech, and Signal Processing14 citations
Semantic Scholar
Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding
Shang-Chi Tsai, Ting-Yun Chang, Yun-Nung (Vivian) Chen
2019Conference on Empirical Methods in Natural Language Processing13 citations Open access
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