Yun-Nung Chen

ORCID

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 156

Top Venues

Publications

Chao-Wei Huang, Chen-An Li, Tsu-Yuan Hsu, Chen-Yu Hsu, Yun-Nung Chen
Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling. CoRR (2024)
Hsin-Yu Chang, Pei-Yu Chen, Tun-Hsiang Chou, Chang-Sheng Kao, Hsuan-Yun Yu, Yen-Ting Lin, Yun-Nung Chen
A Survey of Data Synthesis Approaches. CoRR (2024)
Wen-Yu Chang, Yun-Nung Chen
Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning. CoRR (2024)
Tzu-Lin Kuo, Tzu-Wei Chiu, Tzung-Sheng Lin, Sheng-Yang Wu, Chao-Wei Huang, Yun-Nung Chen
A Survey of Generative Information Retrieval. CoRR (2024)
Ji-Lun Peng, Sijia Cheng, Egil Diau, Yung-Yu Shih, Po-Heng Chen, Yen-Ting Lin, Yun-Nung Chen
A Survey of Useful LLM Evaluation. CoRR (2024)
Chang-Sheng Kao, Yun-Nung Chen
Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models. CoRR (2024)
Shang-Yu Su, Yung-Sung Chung, Yun-Nung Chen
Joint Dual Learning With Mutual Information Maximization for Natural Language Understanding and Generation in Dialogues. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Cheng-Kuang Wu, Zhi Rui Tam, Chao-Chung Wu, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen
I Need Help! Evaluating LLM's Ability to Ask for Users' Support: A Case Study on Text-to-SQL Generation. CoRR (2024)
Cheng-Hsun Hsueh, Paul Kuo-Ming Huang, Tzu-Han Lin, Che-Wei Liao, Hung-Chieh Fang, Chao-Wei Huang, Yun-Nung Chen
Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models. CoRR (2024)
Tzu-Han Lin, Chen-An Li, Hung-yi Lee, Yun-Nung Chen
DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging. CoRR (2024)
Chao-Wei Huang, Yun-Nung Chen
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language Models. CoRR (2024)
Cheng-Kuang Wu, Zhi Rui Tam, Chieh-Yen Lin, Yun-Nung Chen, Hung-yi Lee
StreamBench: Towards Benchmarking Continuous Improvement of Language Agents. CoRR (2024)
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
Overview of the Tenth Dialog System Technology Challenge: DSTC10. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Wen Chang, Yun-Nung Chen
Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning. ACL (Findings) (2024)
Po-Heng Chen, Sijia Cheng, Wei-Lin Chen, Yen-Ting Lin, Yun-Nung Chen
Measuring Taiwanese Mandarin Language Understanding. CoRR (2024)
Yu-Min Tseng, Yu-Chao Huang, Teng-Yun Hsiao, Wei-Lin Chen, Chao-Wei Huang, Yu Meng, Yun-Nung Chen
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization. CoRR (2024)
Chao-Wei Huang, Chen-An Li, Tsu-Yuan Hsu, Chen-Yu Hsu, Yun-Nung Chen
Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling. EACL (Findings) (2024)
Chang-Sheng Kao, Yun-Nung Chen
Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models. ACL (Findings) (2024)
Yen-Ting Lin, Yun-Nung Chen
LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models. CoRR (2023)
Chao-Wei Huang, Chen-Yu Hsu, Tsu-Yuan Hsu, Chen-An Li, Yun-Nung Chen
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation. CoRR (2023)
Tsu-Yuan Hsu, Chen-An Li, Chao-Wei Huang, Yun-Nung Chen
Visually-Enhanced Phrase Understanding. ACL (Findings) (2023)
Wen-Yu Chang, Yun-Nung Chen
SalesBot 2.0: A Human-Like Intent-Guided Chit-Chat Dataset. CoRR (2023)
Chao-Wei Huang, Chen-Yu Hsu, Tsu-Yuan Hsu, Chen-An Li, Yun-Nung Chen
CONVERSER: Few-shot Conversational Dense Retrieval with Synthetic Data Generation. SIGDIAL (2023)
Yen-Ting Lin, Yun-Nung Chen
Taiwan LLM: Bridging the Linguistic Divide with a Culturally Aligned Language Model. CoRR (2023)
Wei-Lin Chen, Cheng-Kuang Wu, Yun-Nung Chen, Hsin-Hsi Chen
Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations. EMNLP (2023)
Ze-Song Xu, Yun-Nung Chen
Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names. CoRR (2023)
Hui-Chi Kuo, Yun-Nung Chen
Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning. ACL (Findings) (2023)
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
Islander: A Real-Time News Monitoring and Analysis System. CoRR (2022)
Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung Chen
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues. ACL (1) (2022)
Hung-Chieh Fang, Kuo-Han Hung, Chao-Wei Huang, Yun-Nung Chen
Open-Domain Conversational Question Answering with Historical Answers. CoRR (2022)
Chao-Wei Huang, Shang-Chi Tsai, Yun-Nung Chen
PLM-ICD: Automatic ICD Coding with Pretrained Language Models. CoRR (2022)
Ting-Chun Wang, Shang-Yu Su, Yun-Nung Chen
BARCOR: Towards A Unified Framework for Conversational Recommendation Systems. CoRR (2022)
Hui-Chi Kuo, Yun-Nung Chen
Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning. CoRR (2022)
Yen-Ting Lin, Hui-Chi Kuo, Ze-Song Xu, Ssu Chiu, Chieh-Chi Hung, Yi-Cheng Chen, Chao-Wei Huang, Yun-Nung Chen
Miutsu: NTU's TaskBot for the Alexa Prize. CoRR (2022)
Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung Chen
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues. CoRR (2022)
Chun-Mao Lai, Ming-Hao Hsu, Chao-Wei Huang, Yun-Nung Chen
Controllable User Dialogue Act Augmentation for Dialogue State Tracking. SIGDIAL (2022)
Ya-Hsin Chang, Yun-Nung Chen
Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding. INTERSPEECH (2022)
Hung-Chieh Fang, Kuo-Han Hung, Chen-Wei Huang, Yun-Nung Chen
Open-Domain Conversational Question Answering with Historical Answers. AACL/IJCNLP (Findings) (2022)
Chun-Mao Lai, Ming-Hao Hsu, Chao-Wei Huang, Yun-Nung Chen
Controllable User Dialogue Act Augmentation for Dialogue State Tracking. CoRR (2022)
Ya-Hsin Chang, Yun-Nung Chen
Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding. CoRR (2022)
Po-Wei Lin, Shang-Yu Su, Yun-Nung Chen
TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues. SIGDIAL (2022)
Ting-Rui Chiang, Yun-Nung Chen
Relating Neural Text Degeneration to Exposure Bias. BlackboxNLP@EMNLP (2021)
Yung-Sung Chuang, Mingye Gao, Hongyin Luo, James R. Glass, Hung-Yi Lee, Yun-Nung Chen, Shang-Wen Li
Mitigating Biases in Toxic Language Detection through Invariant Rationalization. CoRR (2021)
Ting-Rui Chiang, Yun-Nung Chen
Relating Neural Text Degeneration to Exposure Bias. CoRR (2021)
Po-Wei Lin, Shang-Yu Su, Yun-Nung Chen
TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues. CoRR (2021)
Yen-Ting Lin, Yun-Nung Chen
An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State Tracker. CoRR (2021)
Shang-Chi Tsai, Chao-Wei Huang, Yun-Nung Chen
Modeling Diagnostic Label Correlation for Automatic ICD Coding. NAACL-HLT (2021)
Ting-Rui Chiang, Yun-Nung Chen
Why Can You Lay Off Heads? Investigating How BERT Heads Transfer. CoRR (2021)
Shang-Chi Tsai, Chao-Wei Huang, Yun-Nung Chen
Modeling Diagnostic Label Correlation for Automatic ICD Coding. CoRR (2021)
Po-Nien Kung, Chung-Cheng Chang, Tse-Hsuan Yang, Hsin-Kai Hsu, Yu-Jia Liou, Yun-Nung Chen
Multi-Task Learning for Situated Multi-Domain End-to-End Dialogue Systems. CoRR (2021)
Po-Nien Kung, Sheng-Siang Yin, Yi-Cheng Chen, Tse-Hsuan Yang, Yun-Nung Chen
Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity. EMNLP (1) (2021)
Boyo Chen, Buo-Fu Chen, Yun-Nung Chen
Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data. AAAI (2021)
Jia-Yan Wu, Alexander Te-Wei Shieh, Shih-Ju Hsu, Yun-Nung Chen
Towards Generating Citation Sentences for Multiple References with Intent Control. CoRR (2021)
Yu-An Wang, Yun-Nung Chen
What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding. EMNLP (1) (2020)
Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen
Dual Inference for Improving Language Understanding and Generation. EMNLP (Findings) (2020)
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
Overview of the Ninth Dialog System Technology Challenge: DSTC9. CoRR (2020)
Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen
Towards Unsupervised Language Understanding and Generation by Joint Dual Learning. ACL (2020)
Chun-Hsing Lin, Siang-Ruei Wu, Hung-yi Lee, Yun-Nung Chen
TaylorGAN: Neighbor-Augmented Policy Update Towards Sample-Efficient Natural Language Generation. NeurIPS (2020)
Chao-Wei Huang, Yun-Nung Chen
Adapting Pretrained Transformer to Lattices for Spoken Language Understanding. CoRR (2020)
Yun-Nung Chen
Robust and Scalable Conversational AI. WWW (Companion Volume) (2020)
Po-Nien Kung, Tse-Hsuan Yang, Yi-Cheng Chen, Sheng-Siang Yin, Yun-Nung Chen
Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering. EMNLP (Findings) (2020)
Hao-Tong Ye, Kai-Lin Lo, Shang-Yu Su, Yun-Nung Chen
Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model. Comput. Speech Lang. 63 (2020)
Chao-Wei Huang, Yun-Nung Chen
Learning Asr-Robust Contextualized Embeddings for Spoken Language Understanding. ICASSP (2020)
Chao-Wei Huang, Yun-Nung Chen
Learning Spoken Language Representations with Neural Lattice Language Modeling. ACL (2020)
Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
Lifelong Language Knowledge Distillation. CoRR (2020)
Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen
Learning Interpretable and Discrete Representations with Adversarial Training for Unsupervised Text Classification. CoRR (2020)
Chun-Hsing Lin, Siang-Ruei Wu, Hung-yi Lee, Yun-Nung Chen
TaylorGAN: Neighbor-Augmented Policy Update for Sample-Efficient Natural Language Generation. CoRR (2020)
Chao-Wei Huang, Yun-Nung Chen
Learning Spoken Language Representations with Neural Lattice Language Modeling. CoRR (2020)
Ting-Rui Chiang, Hao-Tong Ye, Yun-Nung Chen
An Empirical Study of Content Understanding in Conversational Question Answering. AAAI (2020)
Boyo Chen, Buo-Fu Chen, Yun-Nung Chen
Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data. CoRR (2020)
Ting-Rui Chiang, Chao-Wei Huang, Shang-Yu Su, Yun-Nung Chen
Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer. Comput. Speech Lang. 63 (2020)
Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen
Towards Unsupervised Language Understanding and Generation by Joint Dual Learning. CoRR (2020)
Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
Lifelong Language Knowledge Distillation. EMNLP (1) (2020)
Yu-An Wang, Yun-Nung Chen
What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding. CoRR (2020)
Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen
Dual Inference for Improving Language Understanding and Generation. CoRR (2020)
Chao-Wei Huang, Ting-Rui Chiang, Shang-Yu Su, Yun-Nung Chen
RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection. Comput. Speech Lang. 63 (2020)
Yi-Lin Tuan, Yun-Nung Chen, Hung-yi Lee
DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs. CoRR (2019)
Chia-Hsuan Lee, Yun-Nung Chen, Hung-yi Lee
Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation. CoRR (2019)
Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen
Dual Supervised Learning for Natural Language Understanding and Generation. ACL (1) (2019)
Chao-Wei Huang, Ting-Rui Chiang, Shang-Yu Su, Yun-Nung Chen
RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection. CoRR (2019)
Yi-Lin Tuan, Yun-Nung Chen, Hung-yi Lee
DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs. EMNLP/IJCNLP (1) (2019)
Shang-Yu Su, Shan-Wei Lin, Yun-Nung Chen
Compound Variational Auto-encoder. ICASSP (2019)
Chia-Hsuan Lee, Yun-Nung Chen, Hung-yi Lee
Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain Adaptation. ICASSP (2019)
Shang-Yu Su, Yun-Nung Chen
Bridging Dialogue Generation and Facial Expression Synthesis. CoRR (2019)
Yi-Ting Yeh, Yun-Nung Chen
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization. EMNLP/IJCNLP (1) (2019)
Ting-Rui Chiang, Chao-Wei Huang, Shang-Yu Su, Yun-Nung Chen
Learning Multi-Level Information for Dialogue Response Selection by Highway Recurrent Transformer. CoRR (2019)
Yu-An Wang, Yun-Nung Chen
Dialogue Environments are Different from Games: Investigating Variants of Deep Q-Networks for Dialogue Policy. ASRU (2019)
Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen
Tree Transformer: Integrating Tree Structures into Self-Attention. CoRR (2019)
Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen
Tree Transformer: Integrating Tree Structures into Self-Attention. EMNLP/IJCNLP (1) (2019)
Yi Ting Yeh, Yun-Nung Chen
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization. CoRR (2019)
Ting-Yun Chang, Yun-Nung Chen
What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition. EMNLP/IJCNLP (1) (2019)
Chao-Wei Huang, Yun-Nung Chen
Adapting Pretrained Transformer to Lattices for Spoken Language Understanding. ASRU (2019)
Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen
Dynamically Context-sensitive Time-decay Attention for Dialogue Modeling. ICASSP (2019)
Yu-An Wang, Yu-Kai Huang, Tzu-Chuan Lin, Shang-Yu Su, Yun-Nung Chen
Modeling Melodic Feature Dependency with Modularized Variational Auto-encoder. ICASSP (2019)
Yi Ting Yeh, Yun-Nung Chen
FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension. CoRR (2019)
Alexander Te-Wei Shieh, Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation. LOUHI@EMNLP (2019)
Ting-Rui Chiang, Yun-Nung Chen
Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems. NAACL-HLT (1) (2019)
Ting-Rui Chiang, Hao-Tong Ye, Yun-Nung Chen
An Empirical Study of Content Understanding in Conversational Question Answering. CoRR (2019)
Yi Ting Yeh, Tzu-Chuan Lin, Hsiao-Hua Cheng, Yu-Hsuan Deng, Shang-Yu Su, Yun-Nung Chen
Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling. CoRR (2019)
Kuan-Yen Lin, Chao-Chun Hsu, Yun-Nung Chen, Lun-Wei Ku
Entropy-Enhanced Multimodal Attention Model for Scene-Aware Dialogue Generation. CoRR (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Yun-Nung Chen