Yun-Nung Chen - RankMe

244 papers A* 17A 11B 10C 6Misc 14Journal 124Unranked 59

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ALICE: A Multifaceted Evaluation Framework of Large Audio-Language Models' In-Context Learning Ability. CoRR Yen-Ting Piao, Jay Chiehen Liao, Wei-Tang Chien, Toshiki Ogimoto, Shang-Tse Chen, Yun-Nung Chen, Chun-Yi Lee, Shao-Yuan Lo
2026	J	`jnl`	Expected Harm: Rethinking Safety Evaluation of (Mis)Aligned LLMs. CoRR Yen-Shan Chen, Zhi Rui Tam, Cheng-Kuang Wu, Yun-Nung Chen
2026	J	`jnl`	Latent-Mark: An Audio Watermark Robust to Neural Resynthesis. CoRR Yen-Shan Chen, Shih-Yu Lai, Ying-Jung Tsou, Yi-Cheng Lin, Bing-Yu Chen, Yun-Nung Chen, Hung-yi Lee, Shang-Tse Chen
2026	J	`jnl`	On Calibration of Large Language Models: From Response To Capability. CoRR Sin-Han Yang, Cheng-Kuang Wu, Chieh-Yen Lin, Yun-Nung Chen, Hung-yi Lee, Shao-Hua Sun
2026	J	`jnl`	RADAR: Retrieval-Augmented Detector with Adversarial Refinement for Robust Fake News Detection. CoRR Song-Duo Ma, Yi-Hung Liu, Hsin-Yu Lin, Pin-Yu Chen, Hong-Yan Huang, Shau-Yung Hsu, Yun-Nung Chen
2026	J	`jnl`	Rethinking Role-Playing Evaluation: Anonymous Benchmarking and a Systematic Study of Personality Effects. CoRR Ji-Lun Peng, Yun-Nung Chen
2025	J	`jnl`	ASMR: Augmenting Life Scenario using Large Generative Models for Robotic Action Reflection. CoRR Shang-Chi Tsai, Seiya Kawano, Angel F. Garcia Contreras, Koichiro Yoshino, Yun-Nung Chen
2025	J	`jnl`	AdaSearch: Balancing Parametric Knowledge and Search in Large Language Models via Reinforcement Learning. CoRR Tzu-Han Lin, Wei-Lin Chen, Chen-An Li, Hung-yi Lee, Yun-Nung Chen, Yu Meng
2025	J	`jnl`	Answer, Refuse, or Guess? Investigating Risk-Aware Decision Making in Language Models. CoRR Cheng-Kuang Wu, Zhi Rui Tam, Chieh-Yen Lin, Yun-Nung Chen, Hung-yi Lee
2025	J	`jnl`	Augment or Not? A Comparative Study of Pure and Augmented Large Language Model Recommenders. CoRR Wei-Hsiang Huang, Chen-Wei Ke, Wei-Ning Chiu, Yu-Xuan Su, Chun-Chun Yang, Chieh-Yuan Cheng, Yun-Nung Chen, Pu-Jen Cheng
2025	J	`jnl`	Balancing Knowledge Delivery and Emotional Comfort in Healthcare Conversational Systems. CoRR Shang-Chi Tsai, Yun-Nung Chen
2025	J	`jnl`	Clear Minds Think Alike: What Makes LLM Fine-tuning Robust? A Study of Token Perplexity. CoRR Chao-Chung Wu, Zhi Rui Tam, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen
2025	A	`conf`	Company-Specific Knowledge Matters: Retrieval-Augmented Generation for Earnings Call Answer Rehearsal. CIKM Yung-Yu Shih, Yun-Nung Chen, Chung-Chi Chen
2025	A*	`conf`	Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions. EMNLP Yu-Ang Lee, Guan-Ting Yi, Mei-Yi Liu, Jui-Chao Lu, Guan-Bo Yang, Yun-Nung Chen
2025	J	`jnl`	Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions. CoRR Yu-Ang Lee, Guan-Ting Yi, Mei-Yi Liu, Jui-Chao Lu, Guan-Bo Yang, Yun-Nung Chen
2025	A*	`conf`	Creativity in LLM-based Multi-Agent Systems: A Survey. EMNLP Yi-Cheng Lin, Kang-Chieh Chen, Zhe-Yan Li, Tzu-Heng Wu, Tzu-Hsuan Wu, Kuan-Yu Chen, Hung-yi Lee, Yun-Nung Chen
2025	J	`jnl`	Creativity in LLM-based Multi-Agent Systems: A Survey. CoRR Yi-Cheng Lin, Kang-Chieh Chen, Zhe-Yan Li, Tzu-Heng Wu, Tzu-Hsuan Wu, Kuan-Yu Chen, Hung-yi Lee, Yun-Nung Chen
2025	J	`jnl`	Exploring Personality-Aware Interactions in Salesperson Dialogue Agents. CoRR Sijia Cheng, Wen-Yu Chang, Yun-Nung Chen
2025	J	`jnl`	Eyes-on-Me: Scalable RAG Poisoning through Transferable Attention-Steering Attractors. CoRR Yen-Shan Chen, Sian-Yao Huang, Cheng-Lin Yang, Yun-Nung Chen
2025	C	`conf`	From Simulation to Strategy: Automating Personalized Interaction Planning for Conversational Agents. ASRU Wen-Yu Chang, Tzu-Hung Huang, Chih-Ho Chen, Yun-Nung Chen
2025	J	`jnl`	From Simulation to Strategy: Automating Personalized Interaction Planning for Conversational Agents. CoRR Wen-Yu Chang, Tzu-Hung Huang, Chih-Ho Chen, Yun-Nung Chen
2025	J	`jnl`	Investigating Safety Vulnerabilities of Large Audio-Language Models Under Speaker Emotional Variations. CoRR Bo-Han Feng, Chien-Feng Liu, Yu-Hsuan Li Liang, Chih-Kai Yang, Szu-Wei Fu, Zhehuai Chen, Ke-Han Lu, Sung-Feng Huang, Chao-Han Huck Yang, Yu-Chiang Frank Wang, Yun-Nung Chen, Hung-yi Lee
2025	J	`jnl`	LLM Inference Enhanced by External Knowledge: A Survey. CoRR Yu-Hsuan Lin, Qian-Hui Chen, Yi-Jie Cheng, Jia-Ren Zhang, Yi-Hung Liu, Liang-Yu Hsia, Yun-Nung Chen
2025	—	`conf`	LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation. ACL (Findings) Yen-Shan Chen, Jing Jin, Peng-Ting Kuo, Chao-Wei Huang, Yun-Nung Chen
2025	J	`jnl`	Language Matters: How Do Multilingual Input and Reasoning Paths Affect Large Reasoning Models? CoRR Zhi Rui Tam, Cheng-Kuang Wu, Yu Ying Chiu, Chieh-Yen Lin, Yun-Nung Chen, Hung-yi Lee
2025	J	`jnl`	MedVoiceBias: A Controlled Study of Audio LLM Behavior in Clinical Decision-Making. CoRR Zhi Rui Tam, Yun-Nung Chen
2025	—	`conf`	None of the Above, Less of the Right Parallel Patterns in Human and LLM Performance on Multi-Choice Questions Answering. ACL (Findings) Zhi Rui Tam, Cheng-Kuang Wu, Chieh-Yen Lin, Yun-Nung Chen
2025	J	`jnl`	None of the Above, Less of the Right: Parallel Patterns between Humans and LLMs on Multi-Choice Questions Answering. CoRR Zhi Rui Tam, Cheng-Kuang Wu, Chieh-Yen Lin, Yun-Nung Chen
2025	J	`jnl`	Pseudo2Real: Task Arithmetic for Pseudo-Label Correction in Automatic Speech Recognition. CoRR Yi-Cheng Lin, Yu-Hsuan Li Liang, Hsuan Su, Tzu-Quan Lin, Shang-Tse Chen, Yun-Nung Chen, Hung-yi Lee
2025	J	`jnl`	Revisiting Test-Time Scaling: A Survey and a Diversity-Aware Method for Efficient Reasoning. CoRR Ho-Lam Chung, Teng-Yun Hsiao, Hsiao-Ying Huang, Chunerh Cho, Jian-Ren Lin, Zhang Ziwei, Yun-Nung Chen
2025	J	`jnl`	SAKE: Towards Editing Auditory Attribute Knowledge of Large Audio-Language Models. CoRR Chih-Kai Yang, Yen-Ting Piao, Tzu-Wen Hsu, Szu-Wei Fu, Zhehuai Chen, Ke-Han Lu, Sung-Feng Huang, Chao-Han Huck Yang, Yu-Chiang Frank Wang, Yun-Nung Chen, Hung-yi Lee
2025	J	`jnl`	Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback. CoRR Yen-Ting Lin, Di Jin, Tengyu Xu, Tianhao Wu, Sainbayar Sukhbaatar, Chen Zhu, Yun He, Yun-Nung Chen, Jason Weston, Yuandong Tian, Arash Rahnama, Sinong Wang, Hao Ma, Han Fang
2025	—	`conf`	The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering. ACL (4) Yi-Jie Cheng, Oscar Chew, Yun-Nung Chen
2025	J	`jnl`	The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering. CoRR Yi-Jie Cheng, Oscar Chew, Yun-Nung Chen
2025	—	`conf`	Transferring Textual Preferences to Vision-Language Understanding through Model Merging. ACL (2) Chen-An Li, Tzu-Han Lin, Yun-Nung Chen, Hung-yi Lee
2025	J	`jnl`	Transferring Textual Preferences to Vision-Language Understanding through Model Merging. CoRR Chen-An Li, Tzu-Han Lin, Yun-Nung Chen, Hung-yi Lee
2025	—	`conf`	Using Language Models to Generate and Forget the Narrative Memories of an Assistive Robot. MMM (5) Angel F. Garcia Contreras, Wen-Yu Chang, Seiya Kawano, Yun-Nung Chen, Koichiro Yoshino
2025	J	`jnl`	VisTW: Benchmarking Vision-Language Models for Traditional Chinese in Taiwan. CoRR Zhi Rui Tam, Ya-Ting Pai, Yen-Wei Lee, Yun-Nung Chen
2024	J	`jnl`	A Survey of Data Synthesis Approaches. CoRR Hsin-Yu Chang, Pei-Yu Chen, Tun-Hsiang Chou, Chang-Sheng Kao, Hsuan-Yun Yu, Yen-Ting Lin, Yun-Nung Chen
2024	J	`jnl`	A Survey of Generative Information Retrieval. CoRR Tzu-Lin Kuo, Tzu-Wei Chiu, Tzung-Sheng Lin, Sheng-Yang Wu, Chao-Wei Huang, Yun-Nung Chen
2024	J	`jnl`	A Survey of Useful LLM Evaluation. CoRR Ji-Lun Peng, Sijia Cheng, Egil Diau, Yung-Yu Shih, Po-Heng Chen, Yen-Ting Lin, Yun-Nung Chen
2024	A*	`conf`	DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging. EMNLP Tzu-Han Lin, Chen-An Li, Hung-yi Lee, Yun-Nung Chen
2024	J	`jnl`	DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging. CoRR Tzu-Han Lin, Chen-An Li, Hung-yi Lee, Yun-Nung Chen
2024	—	`conf`	Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models. EMNLP (Findings) Cheng-Hsun Hsueh, Paul Kuo-Ming Huang, Tzu-Han Lin, Che-Wei Liao, Hung-Chieh Fang, Chao-Wei Huang, Yun-Nung Chen
2024	J	`jnl`	Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models. CoRR Cheng-Hsun Hsueh, Paul Kuo-Ming Huang, Tzu-Han Lin, Che-Wei Liao, Hung-Chieh Fang, Chao-Wei Huang, Yun-Nung Chen
2024	A*	`conf`	Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models. EMNLP Po-Heng Chen, Yun-Nung Chen
2024	—	`conf`	FactAlign: Long-form Factuality Alignment of Large Language Models. EMNLP (Findings) Chao-Wei Huang, Yun-Nung Chen
2024	J	`jnl`	FactAlign: Long-form Factuality Alignment of Large Language Models. CoRR Chao-Wei Huang, Yun-Nung Chen
2024	—	`ed.`	Findings of the Association for Computational Linguistics: EMNLP 2024, Miami, Florida, USA, November 12-16, 2024 EMNLP (Findings) Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen
2024	A*	`conf`	I Need Help! Evaluating LLM's Ability to Ask for Users' Support: A Case Study on Text-to-SQL Generation. EMNLP Cheng-Kuang Wu, Zhi Rui Tam, Chao-Chung Wu, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen
2024	J	`jnl`	I Need Help! Evaluating LLM's Ability to Ask for Users' Support: A Case Study on Text-to-SQL Generation. CoRR Cheng-Kuang Wu, Zhi Rui Tam, Chao-Chung Wu, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen
2024	—	`conf`	Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning. ACL (Findings) Wen Chang, Yun-Nung Chen
2024	J	`jnl`	Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning. CoRR Wen-Yu Chang, Yun-Nung Chen
2024	J	`jnl`	InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language Models. CoRR Chao-Wei Huang, Yun-Nung Chen
2024	J	`jnl`	Joint Dual Learning With Mutual Information Maximization for Natural Language Understanding and Generation in Dialogues. IEEE ACM Trans. Audio Speech Lang. Process. Shang-Yu Su, Yung-Sung Chung, Yun-Nung Chen
2024	J	`jnl`	LLMs are Biased Evaluators But Not Biased for Retrieval Augmented Generation. CoRR Yen-Shan Chen, Jing Jin, Peng-Ting Kuo, Chao-Wei Huang, Yun-Nung Chen
2024	—	`conf`	Large Language Model Based Generative Error Correction: A Challenge and Baselines For Speech Recognition, Speaker Tagging, and Emotion Recognition. SLT Chao-Han Huck Yang, Taejin Park, Yuan Gong, Yuanchao Li, Zhehuai Chen, Yen-Ting Lin, Chen Chen, Yuchen Hu, Kunal Dhawan, Piotr Zelasko, Chao Zhang, Yun-Nung Chen, Yu Tsao, Jagadeesh Balam, Boris Ginsburg, Sabato Marco Siniscalchi, Eng Siong Chng, Peter Bell, Catherine Lai, Shinji Watanabe, Andreas Stolcke
2024	J	`jnl`	Large Language Model Based Generative Error Correction: A Challenge and Baselines for Speech Recognition, Speaker Tagging, and Emotion Recognition. CoRR Chao-Han Huck Yang, Taejin Park, Yuan Gong, Yuanchao Li, Zhehuai Chen, Yen-Ting Lin, Chen Chen, Yuchen Hu, Kunal Dhawan, Piotr Zelasko, Chao Zhang, Yun-Nung Chen, Yu Tsao, Jagadeesh Balam, Boris Ginsburg, Sabato Marco Siniscalchi, Eng Siong Chng, Peter Bell, Catherine Lai, Shinji Watanabe, Andreas Stolcke
2024	—	`conf`	Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance. EMNLP (Industry Track) Zhi Rui Tam, Cheng-Kuang Wu, Yi-Lin Tsai, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen
2024	J	`jnl`	Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models. CoRR Zhi Rui Tam, Cheng-Kuang Wu, Yi-Lin Tsai, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen
2024	J	`jnl`	Measuring Taiwanese Mandarin Language Understanding. CoRR Po-Heng Chen, Sijia Cheng, Wei-Lin Chen, Yen-Ting Lin, Yun-Nung Chen
2024	J	`jnl`	Overview of the Ninth Dialog System Technology Challenge: DSTC9. IEEE ACM Trans. Audio Speech Lang. Process. R. Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David R. Traum, Maxine Eskénazi, Ahmad Beirami, Eunjoon Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba
2024	J	`jnl`	Overview of the Tenth Dialog System Technology Challenge: DSTC10. IEEE ACM Trans. Audio Speech Lang. Process. Koichiro Yoshino, Yun-Nung Chen, Paul A. Crook, Satwik Kottur, Jinchao Li, Behnam Hedayatnia, Seungwhan Moon, Zhengcong Fei, Zekang Li, Jinchao Zhang, Yang Feng, Jie Zhou, Seokhwan Kim, Yang Liu, Di Jin, Alexandros Papangelis, Karthik Gopalakrishnan, Dilek Hakkani-Tur, Babak Damavandi, Alborz Geramifard, Chiori Hori, Ankit Shah, Chen Zhang, Haizhou Li, João Sedoc, Luis F. D'Haro, Rafael E. Banchs, Alexander Rudnicky
2024	A*	`conf`	PairDistill: Pairwise Relevance Distillation for Dense Retrieval. EMNLP Chao-Wei Huang, Yun-Nung Chen
2024	J	`jnl`	PairDistill: Pairwise Relevance Distillation for Dense Retrieval. CoRR Chao-Wei Huang, Yun-Nung Chen
2024	A*	`ed.`	Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP 2024, Miami, FL, USA, November 12-16, 2024 EMNLP Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen
2024	J	`jnl`	Rehearsing Answers to Probable Questions with Perspective-Taking. CoRR Yung-Yu Shih, Ziwei Xu, Hiroya Takamura, Yun-Nung Chen, Chung-Chi Chen
2024	A*	`conf`	StreamBench: Towards Benchmarking Continuous Improvement of Language Agents. NeurIPS Cheng-Kuang Wu, Zhi Rui Tam, Chieh-Yen Lin, Yun-Nung Chen, Hung-yi Lee
2024	J	`jnl`	StreamBench: Towards Benchmarking Continuous Improvement of Language Agents. CoRR Cheng-Kuang Wu, Zhi Rui Tam, Chieh-Yen Lin, Yun-Nung Chen, Hung-yi Lee
2024	—	`conf`	Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization. EMNLP (Findings) Yu-Min Tseng, Yu-Chao Huang, Teng-Yun Hsiao, Wei-Lin Chen, Chao-Wei Huang, Yu Meng, Yun-Nung Chen
2024	J	`jnl`	Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization. CoRR Yu-Min Tseng, Yu-Chao Huang, Teng-Yun Hsiao, Wei-Lin Chen, Chao-Wei Huang, Yu Meng, Yun-Nung Chen
2024	—	`conf`	Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling. EACL (Findings) Chao-Wei Huang, Chen-An Li, Tsu-Yuan Hsu, Chen-Yu Hsu, Yun-Nung Chen
2024	J	`jnl`	Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling. CoRR Chao-Wei Huang, Chen-An Li, Tsu-Yuan Hsu, Chen-Yu Hsu, Yun-Nung Chen
2024	—	`conf`	Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models. ACL (Findings) Chang-Sheng Kao, Yun-Nung Chen
2024	J	`jnl`	Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models. CoRR Chang-Sheng Kao, Yun-Nung Chen
2023	J	`jnl`	CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation. CoRR Chao-Wei Huang, Chen-Yu Hsu, Tsu-Yuan Hsu, Chen-An Li, Yun-Nung Chen
2023	B	`conf`	CONVERSER: Few-shot Conversational Dense Retrieval with Synthetic Data Generation. SIGDIAL Chao-Wei Huang, Chen-Yu Hsu, Tsu-Yuan Hsu, Chen-An Li, Yun-Nung Chen
2023	J	`jnl`	LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models. CoRR Yen-Ting Lin, Yun-Nung Chen
2023	J	`jnl`	SalesBot 2.0: A Human-Like Intent-Guided Chit-Chat Dataset. CoRR Wen-Yu Chang, Yun-Nung Chen
2023	A*	`conf`	Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations. EMNLP Wei-Lin Chen, Cheng-Kuang Wu, Yun-Nung Chen, Hsin-Hsi Chen
2023	J	`jnl`	Taiwan LLM: Bridging the Linguistic Divide with a Culturally Aligned Language Model. CoRR Yen-Ting Lin, Yun-Nung Chen
2023	—	`conf`	Visually-Enhanced Phrase Understanding. ACL (Findings) Tsu-Yuan Hsu, Chen-An Li, Chao-Wei Huang, Yun-Nung Chen
2023	J	`jnl`	Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names. CoRR Ze-Song Xu, Yun-Nung Chen
2023	—	`conf`	Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning. ACL (Findings) Hui-Chi Kuo, Yun-Nung Chen
2022	J	`jnl`	BARCOR: Towards A Unified Framework for Conversational Recommendation Systems. CoRR Ting-Chun Wang, Shang-Yu Su, Yun-Nung Chen
2022	A	`conf`	Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding. INTERSPEECH Ya-Hsin Chang, Yun-Nung Chen
2022	J	`jnl`	Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding. CoRR Ya-Hsin Chang, Yun-Nung Chen
2022	B	`conf`	Controllable User Dialogue Act Augmentation for Dialogue State Tracking. SIGDIAL Chun-Mao Lai, Ming-Hao Hsu, Chao-Wei Huang, Yun-Nung Chen
2022	J	`jnl`	Controllable User Dialogue Act Augmentation for Dialogue State Tracking. CoRR Chun-Mao Lai, Ming-Hao Hsu, Chao-Wei Huang, Yun-Nung Chen
2022	J	`jnl`	Islander: A Real-Time News Monitoring and Analysis System. CoRR Chao-Wei Huang, Kai-Chou Yang, Zi-Yuan Chen, Hao-Chien Cheng, Po-Yu Wu, Yu-Yang Huang, Chung-Kai Hsieh, Geng-Zhi Wildsky Fann, Ting-Yin Cheng, Ethan Tu, Yun-Nung Chen
2022	J	`jnl`	Miutsu: NTU's TaskBot for the Alexa Prize. CoRR Yen-Ting Lin, Hui-Chi Kuo, Ze-Song Xu, Ssu Chiu, Chieh-Chi Hung, Yi-Cheng Chen, Chao-Wei Huang, Yun-Nung Chen
2022	—	`conf`	Open-Domain Conversational Question Answering with Historical Answers. AACL/IJCNLP (Findings) Hung-Chieh Fang, Kuo-Han Hung, Chao-Wei Huang, Yun-Nung Chen
2022	J	`jnl`	Open-Domain Conversational Question Answering with Historical Answers. CoRR Hung-Chieh Fang, Kuo-Han Hung, Chao-Wei Huang, Yun-Nung Chen
2022	J	`jnl`	PLM-ICD: Automatic ICD Coding with Pretrained Language Models. CoRR Chao-Wei Huang, Shang-Chi Tsai, Yun-Nung Chen
2022	—	`ed.`	Proceedings of the 4th Workshop on NLP for Conversational AI, ConvAI@ACL 2022, Dublin, Ireland, May 27, 2022 ConvAI@ACL Bing Liu, Alexandros Papangelis, Stefan Ultes, Abhinav Rastogi, Yun-Nung Chen, Georgios Spithourakis, Elnaz Nouri, Weiyan Shi
2022	—	`conf`	SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues. ACL (1) Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung Chen
2022	J	`jnl`	SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues. CoRR Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung Chen
2022	B	`conf`	TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues. SIGDIAL Po-Wei Lin, Shang-Yu Su, Yun-Nung Chen
2022	—	`—`	Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogue Systems Yun-Nung Chen
2022	J	`jnl`	Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning. CoRR Hui-Chi Kuo, Yun-Nung Chen
2021	J	`jnl`	An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State Tracker. CoRR Yen-Ting Lin, Yun-Nung Chen
2021	—	`conf`	Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity. EMNLP (1) Po-Nien Kung, Sheng-Siang Yin, Yi-Cheng Chen, Tse-Hsuan Yang, Yun-Nung Chen
2021	J	`jnl`	Mitigating Biases in Toxic Language Detection through Invariant Rationalization. CoRR Yung-Sung Chuang, Mingye Gao, Hongyin Luo, James R. Glass, Hung-yi Lee, Yun-Nung Chen, Shang-wen Li
2021	—	`conf`	Modeling Diagnostic Label Correlation for Automatic ICD Coding. NAACL-HLT Shang-Chi Tsai, Chao-Wei Huang, Yun-Nung Chen
2021	J	`jnl`	Modeling Diagnostic Label Correlation for Automatic ICD Coding. CoRR Shang-Chi Tsai, Chao-Wei Huang, Yun-Nung Chen
2021	J	`jnl`	Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems. CoRR Po-Nien Kung, Chung-Cheng Chang, Tse-Hsuan Yang, Hsin-Kai Hsu, Yu-Jia Liou, Yun-Nung Chen
2021	A*	`conf`	Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data. AAAI Boyo Chen, Buo-Fu Chen, Yun-Nung Chen
2021	—	`conf`	Relating Neural Text Degeneration to Exposure Bias. BlackboxNLP@EMNLP Ting-Rui Chiang, Yun-Nung Chen
2021	J	`jnl`	Relating Neural Text Degeneration to Exposure Bias. CoRR Ting-Rui Chiang, Yun-Nung Chen
2021	J	`jnl`	TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues. CoRR Po-Wei Lin, Shang-Yu Su, Yun-Nung Chen
2021	J	`jnl`	Towards Generating Citation Sentences for Multiple References with Intent Control. CoRR Jia-Yan Wu, Alexander Te-Wei Shieh, Shih-Ju Hsu, Yun-Nung Chen
2021	J	`jnl`	Why Can You Lay Off Heads? Investigating How BERT Heads Transfer. CoRR Ting-Rui Chiang, Yun-Nung Chen
2020	J	`jnl`	Adapting Pretrained Transformer to Lattices for Spoken Language Understanding. CoRR Chao-Wei Huang, Yun-Nung Chen
2020	A*	`conf`	An Empirical Study of Content Understanding in Conversational Question Answering. AAAI Ting-Rui Chiang, Hao-Tong Ye, Yun-Nung Chen
2020	—	`conf`	Dual Inference for Improving Language Understanding and Generation. EMNLP (Findings) Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen
2020	J	`jnl`	Dual Inference for Improving Language Understanding and Generation. CoRR Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen
2020	J	`jnl`	Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model. Comput. Speech Lang. Hao-Tong Ye, Kai-Lin Lo, Shang-Yu Su, Yun-Nung Chen
2020	Misc	`conf`	Learning Asr-Robust Contextualized Embeddings for Spoken Language Understanding. ICASSP Chao-Wei Huang, Yun-Nung Chen
2020	J	`jnl`	Learning Interpretable and Discrete Representations with Adversarial Training for Unsupervised Text Classification. CoRR Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen
2020	J	`jnl`	Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer. Comput. Speech Lang. Ting-Rui Chiang, Chao-Wei Huang, Shang-Yu Su, Yun-Nung Chen
2020	A*	`conf`	Learning Spoken Language Representations with Neural Lattice Language Modeling. ACL Chao-Wei Huang, Yun-Nung Chen
2020	J	`jnl`	Learning Spoken Language Representations with Neural Lattice Language Modeling. CoRR Chao-Wei Huang, Yun-Nung Chen
2020	—	`conf`	Lifelong Language Knowledge Distillation. EMNLP (1) Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
2020	J	`jnl`	Lifelong Language Knowledge Distillation. CoRR Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
2020	J	`jnl`	Overview of the Ninth Dialog System Technology Challenge: DSTC9. CoRR R. Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David R. Traum, Maxine Eskénazi, Ahmad Beirami, Eunjoon Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba
2020	J	`jnl`	RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection. Comput. Speech Lang. Chao-Wei Huang, Ting-Rui Chiang, Shang-Yu Su, Yun-Nung Chen
2020	J	`jnl`	Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data. CoRR Boyo Chen, Buo-Fu Chen, Yun-Nung Chen
2020	—	`conf`	Robust and Scalable Conversational AI. WWW (Companion Volume) Yun-Nung Chen
2020	A*	`conf`	TaylorGAN: Neighbor-Augmented Policy Update Towards Sample-Efficient Natural Language Generation. NeurIPS Chun-Hsing Lin, Siang-Ruei Wu, Hung-yi Lee, Yun-Nung Chen
2020	J	`jnl`	TaylorGAN: Neighbor-Augmented Policy Update for Sample-Efficient Natural Language Generation. CoRR Chun-Hsing Lin, Siang-Ruei Wu, Hung-yi Lee, Yun-Nung Chen
2020	A*	`conf`	Towards Unsupervised Language Understanding and Generation by Joint Dual Learning. ACL Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen
2020	J	`jnl`	Towards Unsupervised Language Understanding and Generation by Joint Dual Learning. CoRR Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen
2020	—	`conf`	What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding. EMNLP (1) Yu-An Wang, Yun-Nung Chen
2020	J	`jnl`	What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding. CoRR Yu-An Wang, Yun-Nung Chen
2020	—	`conf`	Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering. EMNLP (Findings) Po-Nien Kung, Tse-Hsuan Yang, Yi-Cheng Chen, Sheng-Siang Yin, Yun-Nung Chen
2019	C	`conf`	Adapting Pretrained Transformer to Lattices for Spoken Language Understanding. ASRU Chao-Wei Huang, Yun-Nung Chen
2019	J	`jnl`	An Empirical Study of Content Understanding in Conversational Question Answering. CoRR Ting-Rui Chiang, Hao-Tong Ye, Yun-Nung Chen
2019	J	`jnl`	Bridging Dialogue Generation and Facial Expression Synthesis. CoRR Shang-Yu Su, Yun-Nung Chen
2019	Misc	`conf`	Compound Variational Auto-encoder. ICASSP Shang-Yu Su, Shan-Wei Lin, Yun-Nung Chen
2019	C	`conf`	Dialogue Environments are Different from Games: Investigating Variants of Deep Q-Networks for Dialogue Policy. ASRU Yu-An Wang, Yun-Nung Chen
2019	—	`conf`	Dual Supervised Learning for Natural Language Understanding and Generation. ACL (1) Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen
2019	J	`jnl`	Dual Supervised Learning for Natural Language Understanding and Generation. CoRR Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen
2019	—	`conf`	DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs. EMNLP/IJCNLP (1) Yi-Lin Tuan, Yun-Nung Chen, Hung-yi Lee
2019	J	`jnl`	DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs. CoRR Yi-Lin Tuan, Yun-Nung Chen, Hung-yi Lee
2019	Misc	`conf`	Dynamically Context-sensitive Time-decay Attention for Dialogue Modeling. ICASSP Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen
2019	J	`jnl`	Entropy-Enhanced Multimodal Attention Model for Scene-Aware Dialogue Generation. CoRR Kuan-Yen Lin, Chao-Chun Hsu, Yun-Nung Chen, Lun-Wei Ku
2019	—	`conf`	FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension. MRQA@EMNLP Yi-Ting Yeh, Yun-Nung Chen
2019	J	`jnl`	FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension. CoRR Yi Ting Yeh, Yun-Nung Chen
2019	J	`jnl`	Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model. CoRR Hao-Tong Ye, Kai-Ling Lo, Shang-Yu Su, Yun-Nung Chen
2019	J	`jnl`	Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding. CoRR Chao-Wei Huang, Yun-Nung Chen
2019	J	`jnl`	Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer. CoRR Ting-Rui Chiang, Chao-Wei Huang, Shang-Yu Su, Yun-Nung Chen
2019	—	`conf`	Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding. LOUHI@EMNLP Shang-Chi Tsai, Ting-Yun Chang, Yun-Nung Chen
2019	Misc	`conf`	Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation. ICASSP Chia-Hsuan Lee, Yun-Nung Chen, Hung-yi Lee
2019	J	`jnl`	Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation. CoRR Chia-Hsuan Lee, Yun-Nung Chen, Hung-yi Lee
2019	Misc	`conf`	Modeling Melodic Feature Dependency with Modularized Variational Auto-encoder. ICASSP Yu-An Wang, Yu-Kai Huang, Tzu-Chuan Lin, Shang-Yu Su, Yun-Nung Chen
2019	—	`conf`	QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization. EMNLP/IJCNLP (1) Yi-Ting Yeh, Yun-Nung Chen
2019	J	`jnl`	QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization. CoRR Yi Ting Yeh, Yun-Nung Chen
2019	J	`jnl`	RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection. CoRR Chao-Wei Huang, Ting-Rui Chiang, Shang-Yu Su, Yun-Nung Chen
2019	J	`jnl`	Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling. CoRR Yi Ting Yeh, Tzu-Chuan Lin, Hsiao-Hua Cheng, Yu-Hsuan Deng, Shang-Yu Su, Yun-Nung Chen
2019	—	`conf`	Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems. NAACL-HLT (1) Ting-Rui Chiang, Yun-Nung Chen
2019	—	`conf`	Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation. LOUHI@EMNLP Alexander Te-Wei Shieh, Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
2019	J	`jnl`	Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation. CoRR Alexander Te-Wei Shieh, Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
2019	—	`conf`	Tree Transformer: Integrating Tree Structures into Self-Attention. EMNLP/IJCNLP (1) Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen
2019	J	`jnl`	Tree Transformer: Integrating Tree Structures into Self-Attention. CoRR Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen
2019	—	`conf`	What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition. EMNLP/IJCNLP (1) Ting-Yun Chang, Yun-Nung Chen
2018	—	`conf`	Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts. SLT Chih-Wen Goo, Yun-Nung Chen
2018	J	`jnl`	Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts. CoRR Chih-Wen Goo, Yun-Nung Chen
2018	Misc	`conf`	Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning. ICASSP Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen, Kam-Fai Wong
2018	J	`jnl`	BCWS: Bilingual Contextual Word Similarity. CoRR Ta-Chung Chi, Ching-Yen Shih, Yun-Nung Chen
2018	A*	`conf`	CLUSE: Cross-Lingual Unsupervised Sense Embeddings. EMNLP Ta-Chung Chi, Yun-Nung Chen
2018	J	`jnl`	CLUSE: Cross-Lingual Unsupervised Sense Embeddings. CoRR Ta-Chung Chi, Yun-Nung Chen
2018	—	`conf`	Deep Learning for Dialogue Systems. COLING (Tutorials) Yun-Nung Chen, Asli Celikyilmaz, Dilek Hakkani-Tür
2018	A*	`conf`	Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning. EMNLP Shang-Yu Su, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen
2018	J	`jnl`	Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning. CoRR Shang-Yu Su, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen
2018	—	`conf`	How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues. NAACL-HLT Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen
2018	—	`conf`	Investigating Linguistic Pattern Ordering In Hierarchical Natural Language Generation. SLT Shang-Yu Su, Yun-Nung Chen
2018	J	`jnl`	Investigating Linguistic Pattern Ordering in Hierarchical Natural Language Generation. CoRR Shang-Yu Su, Yun-Nung Chen
2018	J	`jnl`	Learning Context-Sensitive Time-Decay Attention for Role-Based Dialogue Modeling. CoRR Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen
2018	J	`jnl`	Modeling Melodic Feature Dependency with Modularized Variational Auto-Encoder. CoRR Yu-An Wang, Yu-Kai Huang, Tzu-Chuan Lin, Shang-Yu Su, Yun-Nung Chen
2018	—	`conf`	Natural Language Generation by Hierarchical Decoding with Linguistic Patterns. NAACL-HLT (2) Shang-Yu Su, Kai-Ling Lo, Yi Ting Yeh, Yun-Nung Chen
2018	J	`jnl`	Natural Language Generation by Hierarchical Decoding with Linguistic Patterns. CoRR Shang-Yu Su, Kai-Ling Lo, Yi Ting Yeh, Yun-Nung Chen
2018	J	`jnl`	Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems. CoRR Ting-Rui Chiang, Yun-Nung Chen
2018	—	`conf`	Slot-Gated Modeling for Joint Slot Filling and Intent Prediction. NAACL-HLT (2) Chih-Wen Goo, Guang Gao, Yun-Kai Hsu, Chih-Li Huo, Tsung-Chieh Chen, Keng-Wei Hsu, Yun-Nung Chen
2018	J	`jnl`	xSense: Learning Sense-Separated Sparse Representations and Textual Definitions for Explainable Word Sense Networks. CoRR Ting-Yun Chang, Ta-Chung Chi, Shang-Chi Tsai, Yun-Nung Chen
2017	J	`jnl`	Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning. CoRR Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen, Kam-Fai Wong
2017	—	`conf`	Deep Learning for Dialogue Systems. ACL (Tutorial Abstracts) Yun-Nung Chen, Asli Celikyilmaz, Dilek Hakkani-Tür
2017	J	`jnl`	Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding. CoRR Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen
2017	C	`conf`	Dynamic time-aware attention to speaker roles and contexts for spoken language understanding. ASRU Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen
2017	—	`conf`	End-to-End Task-Completion Neural Dialogue Systems. IJCNLP(1) Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, Asli Celikyilmaz
2017	J	`jnl`	End-to-End Task-Completion Neural Dialogue Systems. CoRR Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao
2017	Misc	`conf`	End-to-end joint learning of natural language understanding and dialogue manager. ICASSP Xuesong Yang, Yun-Nung Chen, Dilek Hakkani-Tür, Paul A. Crook, Xiujun Li, Jianfeng Gao, Li Deng
2017	J	`jnl`	Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems. CoRR Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, Asli Celikyilmaz
2017	A*	`conf`	MUSE: Modularizing Unsupervised Sense Embeddings. EMNLP Guang-He Lee, Yun-Nung Chen
2017	J	`jnl`	MUSE: Modularizing Unsupervised Sense Embeddings. CoRR Guang-He Lee, Yun-Nung Chen
2017	—	`conf`	Open-Domain Neural Dialogue Systems. IJCNLP (Tutorial Abstracts) Yun-Nung Chen, Jianfeng Gao
2017	A	`conf`	Order-Preserving Abstractive Summarization for Spoken Content Based on Connectionist Temporal Classification. INTERSPEECH Bo-Ru Lu, Frank Shyu, Yun-Nung Chen, Hung-yi Lee, Lin-Shan Lee
2017	J	`jnl`	Order-Preserving Abstractive Summarization for Spoken Content Based on Connectionist Temporal Classification. CoRR Bo-Ru Lu, Frank Shyu, Yun-Nung Chen, Hung-yi Lee, Lin-Shan Lee
2017	J	`jnl`	Real-time On-Demand Crowd-powered Entity Extraction. CoRR Ting-Hao K. Huang, Yun-Nung Chen, Jeffrey P. Bigham
2017	—	`conf`	Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning. IJCNLP(2) Ta-Chung Chi, Po-Chun Chen, Shang-Yu Su, Yun-Nung Chen
2017	J	`jnl`	Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning. CoRR Ta-Chung Chi, Po-Chun Chen, Shang-Yu Su, Yun-Nung Chen
2017	—	`conf`	Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access. ACL (1) Bhuwan Dhingra, Lihong Li, Xiujun Li, Jianfeng Gao, Yun-Nung Chen, Faisal Ahmed, Li Deng
2016	J	`jnl`	A User Simulator for Task-Completion Dialogues. CoRR Xiujun Li, Zachary C. Lipton, Bhuwan Dhingra, Lihong Li, Jianfeng Gao, Yun-Nung Chen
2016	B	`conf`	AIMU: Actionable Items for Meeting Understanding. LREC Yun-Nung Chen, Dilek Hakkani-Tür
2016	A	`conf`	An Intelligent Assistant for High-Level Task Understanding. IUI Ming Sun, Yun-Nung Chen, Alexander I. Rudnicky
2016	B	`conf`	AppDialogue: Multi-App Dialogues for Intelligent Assistants. LREC Ming Sun, Yun-Nung Chen, Zhenhao Hua, Yulian Tamres-Rudnicky, Arnab Dash, Alexander I. Rudnicky
2016	J	`jnl`	End-to-End Joint Learning of Natural Language Understanding and Dialogue Manager. CoRR Xuesong Yang, Yun-Nung Chen, Dilek Hakkani-Tür, Paul A. Crook, Xiujun Li, Jianfeng Gao, Li Deng
2016	A	`conf`	End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding. INTERSPEECH Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Jianfeng Gao, Li Deng
2016	J	`jnl`	End-to-End Reinforcement Learning of Dialogue Agents for Information Access. CoRR Bhuwan Dhingra, Lihong Li, Xiujun Li, Jianfeng Gao, Yun-Nung Chen, Faisal Ahmed, Li Deng
2016	—	`conf`	HELPR: A Framework to Break the Barrier Across Domains in Spoken Dialog Systems. IWSDS Ming Sun, Yun-Nung Chen, Alexander I. Rudnicky
2016	J	`jnl`	Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks. CoRR Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng
2016	A	`conf`	Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM. INTERSPEECH Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Yun-Nung Chen, Jianfeng Gao, Li Deng, Ye-Yi Wang
2016	—	`conf`	Syntax or semantics? knowledge-guided joint semantic frame parsing. SLT Yun-Nung Chen, Dilek Hakanni-Tur, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng
2016	Misc	`conf`	Unsupervised user intent modeling by feature-enriched matrix factorization. ICASSP Yun-Nung Chen, Ming Sun, Alexander I. Rudnicky, Anatole Gershman
2016	—	`conf`	Weakly supervised user intent detection for multi-domain dialogues. SLT Ming Sun, Aasish Pappu, Yun-Nung Chen, Alexander I. Rudnicky
2016	Misc	`conf`	Zero-shot learning of intent embeddings for expansion by convolutional deep structured semantic models. ICASSP Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He
2015	—	`conf`	ACBiMA: Advanced Chinese Bi-Character Word Morphological Analyzer. SIGHAN@IJCNLP Ting-Hao K. Huang, Yun-Nung Chen, Lingpeng Kong
2015	C	`conf`	Detecting actionable items in meetings by convolutional deep structured semantic models. ASRU Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He
2015	—	`conf`	Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding. HLT-NAACL Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky
2015	A	`conf`	Learning OOV through semantic relatedness in spoken dialog systems. INTERSPEECH Ming Sun, Yun-Nung Chen, Alexander I. Rudnicky
2015	A	`conf`	Learning semantic hierarchy with distributed representations for unsupervised spoken language understanding. INTERSPEECH Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky
2015	B	`conf`	Leveraging Behavioral Patterns of Mobile Applications for Personalized Spoken Language Understanding. ICMI Yun-Nung Chen, Ming Sun, Alexander I. Rudnicky, Anatole Gershman
2015	—	`conf`	Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding. ACL (1) Yun-Nung Chen, William Yang Wang, Anatole Gershman, Alexander I. Rudnicky
2015	—	`conf`	Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogue Systems. ACL (Student Research Workshop) Yun-Nung Chen
2014	—	`conf`	Deriving local relational surface forms from dependency-based entity embeddings for unsupervised spoken language understanding. SLT Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür
2014	—	`conf`	Dynamically supporting unexplored domains in conversational interactions by enriching semantics with neural word embeddings. SLT Yun-Nung Chen, Alexander I. Rudnicky
2014	—	`conf`	Leveraging frame semantics and distributional semantics for unsupervised semantic slot induction in spoken dialogue systems. SLT Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky
2014	J	`jnl`	Spoken Knowledge Organization by Semantic Structuring and a Prototype Course Lecture System for Personalized Learning. IEEE ACM Trans. Audio Speech Lang. Process. Hung-yi Lee, Sz-Rung Shiang, Ching-Feng Yeh, Yun-Nung Chen, Yu Huang, Sheng-yi Kong, Lin-Shan Lee
2014	B	`conf`	Two-Stage Stochastic Email Synthesizer. INLG Yun-Nung Chen, Alexander I. Rudnicky
2014	B	`conf`	Two-Stage Stochastic Natural Language Generation for Email Synthesis by Modeling Sender Style and Topic Structure. INLG Yun-Nung Chen, Alexander I. Rudnicky
2013	Misc	`conf`	An empirical investigation of sparse log-linear models for improved dialogue act classification. ICASSP Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky
2013	Misc	`conf`	Bootstrapping Text-to-Speech for speech processing in languages without an orthography. ICASSP Sunayana Sitaram, Sukhada Palkar, Yun-Nung Chen, Alok Parlikar, Alan W. Black
2013	A	`conf`	Multi-layer mutually reinforced random walk with hidden parameters for improved multi-party meeting summarization. INTERSPEECH Yun-Nung Chen, Florian Metze
2013	B	`conf`	Prosody-Based Unsupervised Speech Summarization with Two-Layer Mutually Reinforced Random Walk. IJCNLP Sujay Kumar Jauhar, Yun-Nung Chen, Florian Metze
2013	C	`conf`	Unsupervised induction and filling of semantic slots for spoken dialogue systems using frame-semantic parsing. ASRU Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky
2012	A	`conf`	Integrating Intra-Speaker Topic Modeling and Temporal-Based Inter-Speaker Topic Modeling in Random Walk for Improved Multi-Party Meeting Summarization. INTERSPEECH Yun-Nung Chen, Florian Metze
2012	—	`conf`	Intra-Speaker Topic Modeling for Improved Multi-Party Meeting Summarization with Integrated Random Walk. HLT-NAACL Yun-Nung Chen, Florian Metze
2012	B	`conf`	NeuroDialog: an EEG-enabled spoken dialog interface. ICMI Seshadri Sridharan, Yun-Nung Chen, Kai-min Chang, Alexander I. Rudnicky
2012	—	`conf`	Towards Using EEG to Improve ASR Accuracy. HLT-NAACL Yun-Nung Chen, Kai-min Chang, Jack Mostow
2012	—	`conf`	Two-layer mutually reinforced random walk for improved multi-party meeting summarization. SLT Yun-Nung Chen, Florian Metze
2012	Misc	`conf`	Unsupervised two-stage keyword extraction from spoken documents by topic coherence and support vector machine. ICASSP Yun-Nung Chen, Yu Huang, Hung-yi Lee, Lin-Shan Lee
2012	Misc	`conf`	Utterance-level latent topic transition modeling for spoken documents and its application in automatic summarization. ICASSP Hung-yi Lee, Yun-Nung Chen, Lin-Shan Lee
2011	Misc	`conf`	Improved spoken term detection with graph-based re-ranking in feature space. ICASSP Yun-Nung Chen, Chia-Ping Chen, Hung-yi Lee, Chun-an Chan, Lin-Shan Lee
2011	A	`conf`	Spoken Lecture Summarization by Random Walk over a Graph Constructed with Automatically Extracted Key Terms. INTERSPEECH Yun-Nung Chen, Yu Huang, Ching-Feng Yeh, Lin-Shan Lee
2010	—	`conf`	Automatic key term extraction from spoken course lectures using branching entropy and prosodic/semantic features. SLT Yun-Nung Chen, Yu Huang, Sheng-yi Kong, Lin-Shan Lee