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Yun-Nung Vivian Chen
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2020 – today
- 2024
[j7]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: 765-778 (2024)- [j6]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: 2445-2452 (2024) - [j5]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. IEEE ACM Trans. Audio Speech Lang. Process. 32: 4066-4076 (2024) - [c97]Wen Chang, Yun-Nung Chen:
Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning. ACL (Findings) 2024: 3798-3812 - [c96]Chang-Sheng Kao, Yun-Nung Chen:
Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models. ACL (Findings) 2024: 11777-11788 - [c95]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: 736-746 - [i85]Chao-Wei Huang, Chen-An Li, Tsu-Yuan Hsu, Chen-Yu Hsu, Yun-Nung Chen:
Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling. CoRR abs/2403.03516 (2024) - [i84]Chao-Wei Huang, Yun-Nung Chen:
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language Models. CoRR abs/2403.16435 (2024) - [i83]Po-Heng Chen, Sijia Cheng, Wei-Lin Chen, Yen-Ting Lin, Yun-Nung Chen:
Measuring Taiwanese Mandarin Language Understanding. CoRR abs/2403.20180 (2024) - [i82]Wen-Yu Chang, Yun-Nung Chen:
Injecting Salesperson's Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning. CoRR abs/2404.18564 (2024) - [i81]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 abs/2406.00936 (2024) - [i80]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 abs/2406.01171 (2024) - [i79]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 abs/2406.01197 (2024) - [i78]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 abs/2406.01436 (2024) - [i77]Cheng-Kuang Wu, Zhi Rui Tam, Chieh-Yen Lin, Yun-Nung Chen, Hung-yi Lee:
StreamBench: Towards Benchmarking Continuous Improvement of Language Agents. CoRR abs/2406.08747 (2024) - [i76]Tzu-Han Lin, Chen-An Li, Hung-yi Lee, Yun-Nung Chen:
DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging. CoRR abs/2407.01470 (2024) - [i75]Chang-Sheng Kao, Yun-Nung Chen:
Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models. CoRR abs/2407.03615 (2024) - [i74]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 abs/2407.03672 (2024) - [i73]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 abs/2407.14767 (2024) - [i72]Zhi Rui Tam, Cheng-Kuang Wu, Yi-Lin Tsai, Chieh-Yen Lin, Hung-yi Lee, Yun-Nung Chen:
Let Me Speak Freely? A Study on the Impact of Format Restrictions on Performance of Large Language Models. CoRR abs/2408.02442 (2024) - [i71]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:
Large Language Model Based Generative Error Correction: A Challenge and Baselines for Speech Recognition, Speaker Tagging, and Emotion Recognition. CoRR abs/2409.09785 (2024) - [i70]Yung-Yu Shih, Ziwei Xu, Hiroya Takamura, Yun-Nung Chen, Chung-Chi Chen:
Rehearsing Answers to Probable Questions with Perspective-Taking. CoRR abs/2409.18678 (2024) - 2023
- [c94]Hui-Chi Kuo, Yun-Nung Chen:
Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning. ACL (Findings) 2023: 249-258 - [c93]Tsu-Yuan Hsu, Chen-An Li, Chao-Wei Huang, Yun-Nung Chen:
Visually-Enhanced Phrase Understanding. ACL (Findings) 2023: 5879-5888 - [c92]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: 15651-15662 - [c91]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: 381-387 - [e2]Yun-Nung Vivian Chen, Margot Mieskes, Siva Reddy:
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, ACL 2023, Toronto, Canada, July 9-14, 2023. Association for Computational Linguistics 2023, ISBN 978-1-959429-67-8 [contents] - [i69]Yen-Ting Lin, Yun-Nung Chen:
LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models. CoRR abs/2305.13711 (2023) - [i68]Ze-Song Xu, Yun-Nung Chen:
Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names. CoRR abs/2306.06141 (2023) - [i67]Wen-Yu Chang, Yun-Nung Chen:
SalesBot 2.0: A Human-Like Intent-Guided Chit-Chat Dataset. CoRR abs/2308.14266 (2023) - [i66]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 abs/2309.06748 (2023) - [i65]Yen-Ting Lin, Yun-Nung Chen:
Taiwan LLM: Bridging the Linguistic Divide with a Culturally Aligned Language Model. CoRR abs/2311.17487 (2023) - 2022
- [c90]Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung Chen:
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues. ACL (1) 2022: 6143-6158 - [c89]Hung-Chieh Fang, Kuo-Han Hung, Chao-Wei Huang, Yun-Nung Chen:
Open-Domain Conversational Question Answering with Historical Answers. AACL/IJCNLP (Findings) 2022: 319-326 - [c88]Ya-Hsin Chang, Yun-Nung Chen:
Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding. INTERSPEECH 2022: 3458-3462 - [c87]Chun-Mao Lai, Ming-Hao Hsu, Chao-Wei Huang, Yun-Nung Chen:
Controllable User Dialogue Act Augmentation for Dialogue State Tracking. SIGDIAL 2022: 53-61 - [c86]Po-Wei Lin, Shang-Yu Su, Yun-Nung Chen:
TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues. SIGDIAL 2022: 623-629 - [e1]Bing Liu, Alexandros Papangelis, Stefan Ultes, Abhinav Rastogi, Yun-Nung Chen, Georgios Spithourakis, Elnaz Nouri, Weiyan Shi:
Proceedings of the 4th Workshop on NLP for Conversational AI, ConvAI@ACL 2022, Dublin, Ireland, May 27, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-46-9 [contents] - [i64]Ting-Chun Wang, Shang-Yu Su, Yun-Nung Chen:
BARCOR: Towards A Unified Framework for Conversational Recommendation Systems. CoRR abs/2203.14257 (2022) - [i63]Ssu Chiu, Maolin Li, Yen-Ting Lin, Yun-Nung Chen:
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues. CoRR abs/2204.10591 (2022) - [i62]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 abs/2204.11457 (2022) - [i61]Ya-Hsin Chang, Yun-Nung Chen:
Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding. CoRR abs/2205.00693 (2022) - [i60]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 abs/2205.07446 (2022) - [i59]Chao-Wei Huang, Shang-Chi Tsai, Yun-Nung Chen:
PLM-ICD: Automatic ICD Coding with Pretrained Language Models. CoRR abs/2207.05289 (2022) - [i58]Chun-Mao Lai, Ming-Hao Hsu, Chao-Wei Huang, Yun-Nung Chen:
Controllable User Dialogue Act Augmentation for Dialogue State Tracking. CoRR abs/2207.12757 (2022) - [i57]Hui-Chi Kuo, Yun-Nung Chen:
Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning. CoRR abs/2210.05901 (2022) - [i56]Hung-Chieh Fang, Kuo-Han Hung, Chao-Wei Huang, Yun-Nung Chen:
Open-Domain Conversational Question Answering with Historical Answers. CoRR abs/2211.09401 (2022) - 2021
- [c85]Boyo Chen, Buo-Fu Chen, Yun-Nung Chen:
Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data. AAAI 2021: 14721-14728 - [c84]Ting-Rui Chiang, Yun-Nung Chen:
Relating Neural Text Degeneration to Exposure Bias. BlackboxNLP@EMNLP 2021: 228-239 - [c83]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: 416-428 - [c82]Shang-Chi Tsai, Chao-Wei Huang, Yun-Nung Chen:
Modeling Diagnostic Label Correlation for Automatic ICD Coding. NAACL-HLT 2021: 4043-4052 - [i55]Yen-Ting Lin, Yun-Nung Chen:
An Empirical Study of Cross-Lingual Transferability in Generative Dialogue State Tracker. CoRR abs/2101.11360 (2021) - [i54]Ting-Rui Chiang, Yun-Nung Chen:
Why Can You Lay Off Heads? Investigating How BERT Heads Transfer. CoRR abs/2106.07137 (2021) - [i53]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 abs/2106.07240 (2021) - [i52]Shang-Chi Tsai, Chao-Wei Huang, Yun-Nung Chen:
Modeling Diagnostic Label Correlation for Automatic ICD Coding. CoRR abs/2106.12800 (2021) - [i51]Po-Wei Lin, Shang-Yu Su, Yun-Nung Chen:
TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues. CoRR abs/2108.13811 (2021) - [i50]Ting-Rui Chiang, Yun-Nung Chen:
Relating Neural Text Degeneration to Exposure Bias. CoRR abs/2109.08705 (2021) - [i49]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 abs/2110.05221 (2021) - [i48]Jia-Yan Wu, Alexander Te-Wei Shieh, Shih-Ju Hsu, Yun-Nung Chen:
Towards Generating Citation Sentences for Multiple References with Intent Control. CoRR abs/2112.01332 (2021) - 2020
- [j4]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: 101069 (2020) - [j3]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: 101073 (2020) - [j2]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: 101079 (2020) - [c81]Ting-Rui Chiang, Hao-Tong Ye, Yun-Nung Chen:
An Empirical Study of Content Understanding in Conversational Question Answering. AAAI 2020: 7578-7585 - [c80]Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen:
Towards Unsupervised Language Understanding and Generation by Joint Dual Learning. ACL 2020: 671-680 - [c79]Chao-Wei Huang, Yun-Nung Chen:
Learning Spoken Language Representations with Neural Lattice Language Modeling. ACL 2020: 3764-3769 - [c78]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: 2187-2197 - [c77]Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen:
Lifelong Language Knowledge Distillation. EMNLP (1) 2020: 2914-2924 - [c76]Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen:
Dual Inference for Improving Language Understanding and Generation. EMNLP (Findings) 2020: 4930-4936 - [c75]Yu-An Wang, Yun-Nung Chen:
What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding. EMNLP (1) 2020: 6840-6849 - [c74]Chao-Wei Huang, Yun-Nung Chen:
Learning Asr-Robust Contextualized Embeddings for Spoken Language Understanding. ICASSP 2020: 8009-8013 - [c73]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 - [c72]Yun-Nung Chen:
Robust and Scalable Conversational AI. WWW (Companion Volume) 2020: 431-432 - [i47]Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen:
Learning Interpretable and Discrete Representations with Adversarial Training for Unsupervised Text Classification. CoRR abs/2004.13255 (2020) - [i46]Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen:
Towards Unsupervised Language Understanding and Generation by Joint Dual Learning. CoRR abs/2004.14710 (2020) - [i45]Chao-Wei Huang, Yun-Nung Chen:
Learning Spoken Language Representations with Neural Lattice Language Modeling. CoRR abs/2007.02629 (2020) - [i44]Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen:
Lifelong Language Knowledge Distillation. CoRR abs/2010.02123 (2020) - [i43]Shang-Yu Su, Yung-Sung Chuang, Yun-Nung Chen:
Dual Inference for Improving Language Understanding and Generation. CoRR abs/2010.04246 (2020) - [i42]Yu-An Wang, Yun-Nung Chen:
What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding. CoRR abs/2010.04903 (2020) - [i41]Boyo Chen, Buo-Fu Chen, Yun-Nung Chen:
Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data. CoRR abs/2010.14977 (2020) - [i40]Chao-Wei Huang, Yun-Nung Chen:
Adapting Pretrained Transformer to Lattices for Spoken Language Understanding. CoRR abs/2011.00780 (2020) - [i39]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 abs/2011.06486 (2020) - [i38]Chun-Hsing Lin, Siang-Ruei Wu, Hung-yi Lee, Yun-Nung Chen:
TaylorGAN: Neighbor-Augmented Policy Update for Sample-Efficient Natural Language Generation. CoRR abs/2011.13527 (2020)
2010 – 2019
- 2019
- [c71]Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen:
Dual Supervised Learning for Natural Language Understanding and Generation. ACL (1) 2019: 5472-5477 - [c70]Shang-Chi Tsai, Ting-Yun Chang, Yun-Nung Chen:
Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding. LOUHI@EMNLP 2019: 39-43 - [c69]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: 108-117 - [c68]Yi-Ting Yeh, Yun-Nung Chen:
FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension. MRQA@EMNLP 2019: 86-90 - [c67]Chao-Wei Huang, Yun-Nung Chen:
Adapting Pretrained Transformer to Lattices for Spoken Language Understanding. ASRU 2019: 845-852 - [c66]Yu-An Wang, Yun-Nung Chen:
Dialogue Environments are Different from Games: Investigating Variants of Deep Q-Networks for Dialogue Policy. ASRU 2019: 1070-1076 - [c65]Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen:
Tree Transformer: Integrating Tree Structures into Self-Attention. EMNLP/IJCNLP (1) 2019: 1061-1070 - [c64]Yi-Lin Tuan, Yun-Nung Chen, Hung-yi Lee:
DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs. EMNLP/IJCNLP (1) 2019: 1855-1865 - [c63]Yi-Ting Yeh, Yun-Nung Chen:
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization. EMNLP/IJCNLP (1) 2019: 3368-3373 - [c62]Ting-Yun Chang, Yun-Nung Chen:
What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition. EMNLP/IJCNLP (1) 2019: 6063-6069 - [c61]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: 191-195 - [c60]Shang-Yu Su, Shan-Wei Lin, Yun-Nung Chen:
Compound Variational Auto-encoder. ICASSP 2019: 3577-3581 - [c59]Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen:
Dynamically Context-sensitive Time-decay Attention for Dialogue Modeling. ICASSP 2019: 7200-7204 - [c58]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: 7300-7304 - [c57]Ting-Rui Chiang, Yun-Nung Chen:
Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems. NAACL-HLT (1) 2019: 2656-2668 - [i37]Chao-Wei Huang, Ting-Rui Chiang, Shang-Yu Su, Yun-Nung Chen:
RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response Selection. CoRR abs/1903.08905 (2019) - [i36]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 abs/1903.08953 (2019) - [i35]Hao-Tong Ye, Kai-Ling Lo, Shang-Yu Su, Yun-Nung Chen:
Knowledge-Grounded Response Generation with Deep Attentional Latent-Variable Model. CoRR abs/1903.09813 (2019) - [i34]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 abs/1904.07904 (2019) - [i33]Shang-Yu Su, Chao-Wei Huang, Yun-Nung Chen:
Dual Supervised Learning for Natural Language Understanding and Generation. CoRR abs/1905.06196 (2019) - [i32]Shang-Yu Su, Yun-Nung Chen:
Bridging Dialogue Generation and Facial Expression Synthesis. CoRR abs/1905.11240 (2019) - [i31]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 abs/1908.05067 (2019) - [i30]Yi Ting Yeh, Yun-Nung Chen:
FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension. CoRR abs/1908.05117 (2019) - [i29]Kuan-Yen Lin, Chao-Chun Hsu, Yun-Nung Chen, Lun-Wei Ku:
Entropy-Enhanced Multimodal Attention Model for Scene-Aware Dialogue Generation. CoRR abs/1908.08191 (2019) - [i28]Yi Ting Yeh, Yun-Nung Chen:
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization. CoRR abs/1909.00215 (2019) - [i27]Yau-Shian Wang, Hung-yi Lee, Yun-Nung Chen:
Tree Transformer: Integrating Tree Structures into Self-Attention. CoRR abs/1909.06639 (2019) - [i26]Ting-Rui Chiang, Hao-Tong Ye, Yun-Nung Chen:
An Empirical Study of Content Understanding in Conversational Question Answering. CoRR abs/1909.10743 (2019) - [i25]Chao-Wei Huang, Yun-Nung Chen:
Learning ASR-Robust Contextualized Embeddings for Spoken Language Understanding. CoRR abs/1909.10861 (2019) - [i24]Yi-Lin Tuan, Yun-Nung Chen, Hung-yi Lee:
DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs. CoRR abs/1910.00610 (2019) - [i23]Alexander Te-Wei Shieh, Yung-Sung Chuang, Shang-Yu Su, Yun-Nung Chen:
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation. CoRR abs/1910.01462 (2019) - 2018
- [c56]Yun-Nung Chen, Asli Celikyilmaz, Dilek Hakkani-Tür:
Deep Learning for Dialogue Systems. COLING (Tutorials) 2018: 25-31 - [c55]Ta-Chung Chi, Yun-Nung Chen:
CLUSE: Cross-Lingual Unsupervised Sense Embeddings. EMNLP 2018: 271-281 - [c54]Shang-Yu Su, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen:
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning. EMNLP 2018: 3813-3823 - [c53]Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen, Kam-Fai Wong:
Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning. ICASSP 2018: 6149-6153 - [c52]Shang-Yu Su, Kai-Ling Lo, Yi Ting Yeh, Yun-Nung Chen:
Natural Language Generation by Hierarchical Decoding with Linguistic Patterns. NAACL-HLT (2) 2018: 61-66 - [c51]Chih-Wen Goo, Guang Gao, Yun-Kai Hsu, Chih-Li Huo, Tsung-Chieh Chen, Keng-Wei Hsu, Yun-Nung Chen:
Slot-Gated Modeling for Joint Slot Filling and Intent Prediction. NAACL-HLT (2) 2018: 753-757 - [c50]Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen:
How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues. NAACL-HLT 2018: 2133-2142 - [c49]Chih-Wen Goo, Yun-Nung Chen:
Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts. SLT 2018: 735-742 - [c48]Shang-Yu Su, Yun-Nung Chen:
Investigating Linguistic Pattern Ordering In Hierarchical Natural Language Generation. SLT 2018: 779-786 - [i22]Shang-Yu Su, Kai-Ling Lo, Yi Ting Yeh, Yun-Nung Chen:
Natural Language Generation by Hierarchical Decoding with Linguistic Patterns. CoRR abs/1808.02747 (2018) - [i21]Shang-Yu Su, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen:
Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning. CoRR abs/1808.09442 (2018) - [i20]Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen:
Learning Context-Sensitive Time-Decay Attention for Role-Based Dialogue Modeling. CoRR abs/1809.01557 (2018) - [i19]Ting-Yun Chang, Ta-Chung Chi, Shang-Chi Tsai, Yun-Nung Chen:
xSense: Learning Sense-Separated Sparse Representations and Textual Definitions for Explainable Word Sense Networks. CoRR abs/1809.03348 (2018) - [i18]Ta-Chung Chi, Yun-Nung Chen:
CLUSE: Cross-Lingual Unsupervised Sense Embeddings. CoRR abs/1809.05694 (2018) - [i17]Chih-Wen Goo, Yun-Nung Chen:
Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue Acts. CoRR abs/1809.05715 (2018) - [i16]Shang-Yu Su, Yun-Nung Chen:
Investigating Linguistic Pattern Ordering in Hierarchical Natural Language Generation. CoRR abs/1809.07629 (2018) - [i15]Ta-Chung Chi, Ching-Yen Shih, Yun-Nung Chen:
BCWS: Bilingual Contextual Word Similarity. CoRR abs/1810.08951 (2018) - [i14]Yu-An Wang, Yu-Kai Huang, Tzu-Chuan Lin, Shang-Yu Su, Yun-Nung Chen:
Modeling Melodic Feature Dependency with Modularized Variational Auto-Encoder. CoRR abs/1811.00162 (2018) - [i13]Ting-Rui Chiang, Yun-Nung Chen:
Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems. CoRR abs/1811.00720 (2018) - 2017
- [c47]Yun-Nung Chen, Asli Celikyilmaz, Dilek Hakkani-Tür:
Deep Learning for Dialogue Systems. ACL (Tutorial Abstracts) 2017: 8-14 - [c46]Bhuwan Dhingra, Lihong Li, Xiujun Li, Jianfeng Gao, Yun-Nung Chen, Faisal Ahmed, Li Deng:
Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access. ACL (1) 2017: 484-495 - [c45]Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen:
Dynamic time-aware attention to speaker roles and contexts for spoken language understanding. ASRU 2017: 554-560 - [c44]Guang-He Lee, Yun-Nung Chen:
MUSE: Modularizing Unsupervised Sense Embeddings. EMNLP 2017: 327-337 - [c43]Xuesong Yang, Yun-Nung Chen, Dilek Hakkani-Tür, Paul A. Crook, Xiujun Li, Jianfeng Gao, Li Deng:
End-to-end joint learning of natural language understanding and dialogue manager. ICASSP 2017: 5690-5694 - [c42]Yun-Nung Chen, Jianfeng Gao:
Open-Domain Neural Dialogue Systems. IJCNLP (Tutorial Abstracts) 2017: 6-10 - [c41]Ta-Chung Chi, Po-Chun Chen, Shang-Yu Su, Yun-Nung Chen:
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning. IJCNLP(2) 2017: 163-168 - [c40]Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, Asli Celikyilmaz:
End-to-End Task-Completion Neural Dialogue Systems. IJCNLP(1) 2017: 733-743 - [c39]Bo-Ru Lu, Frank Shyu, Yun-Nung Chen, Hung-yi Lee, Lin-Shan Lee:
Order-Preserving Abstractive Summarization for Spoken Content Based on Connectionist Temporal Classification. INTERSPEECH 2017: 2899-2903 - [i12]Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao:
End-to-End Task-Completion Neural Dialogue Systems. CoRR abs/1703.01008 (2017) - [i11]Xiujun Li, Yun-Nung Chen, Lihong Li, Jianfeng Gao, Asli Celikyilmaz:
Investigation of Language Understanding Impact for Reinforcement Learning Based Dialogue Systems. CoRR abs/1703.07055 (2017) - [i10]Ting-Hao K. Huang, Yun-Nung Chen, Jeffrey P. Bigham:
Real-time On-Demand Crowd-powered Entity Extraction. CoRR abs/1704.03627 (2017) - [i9]Guang-He Lee, Yun-Nung Chen:
MUSE: Modularizing Unsupervised Sense Embeddings. CoRR abs/1704.04601 (2017) - [i8]Bo-Ru Lu, Frank Shyu, Yun-Nung Chen, Hung-yi Lee, Lin-Shan Lee:
Order-Preserving Abstractive Summarization for Spoken Content Based on Connectionist Temporal Classification. CoRR abs/1709.05475 (2017) - [i7]Ta-Chung Chi, Po-Chun Chen, Shang-Yu Su, Yun-Nung Chen:
Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning. CoRR abs/1710.00164 (2017) - [i6]Po-Chun Chen, Ta-Chung Chi, Shang-Yu Su, Yun-Nung Chen:
Dynamic Time-Aware Attention to Speaker Roles and Contexts for Spoken Language Understanding. CoRR abs/1710.00165 (2017) - [i5]Baolin Peng, Xiujun Li, Jianfeng Gao, Jingjing Liu, Yun-Nung Chen, Kam-Fai Wong:
Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy Learning. CoRR abs/1710.11277 (2017) - 2016
- [c38]Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He:
Zero-shot learning of intent embeddings for expansion by convolutional deep structured semantic models. ICASSP 2016: 6045-6049 - [c37]Yun-Nung Chen, Ming Sun, Alexander I. Rudnicky, Anatole Gershman:
Unsupervised user intent modeling by feature-enriched matrix factorization. ICASSP 2016: 6150-6154 - [c36]Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Yun-Nung Chen, Jianfeng Gao, Li Deng, Ye-Yi Wang:
Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM. INTERSPEECH 2016: 715-719 - [c35]Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Jianfeng Gao, Li Deng:
End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding. INTERSPEECH 2016: 3245-3249 - [c34]Ming Sun, Yun-Nung Chen, Alexander I. Rudnicky:
An Intelligent Assistant for High-Level Task Understanding. IUI 2016: 169-174 - [c33]Ming Sun, Yun-Nung Chen, Alexander I. Rudnicky:
HELPR: A Framework to Break the Barrier Across Domains in Spoken Dialog Systems. IWSDS 2016: 257-269 - [c32]Yun-Nung Chen, Dilek Hakkani-Tür:
AIMU: Actionable Items for Meeting Understanding. LREC 2016 - [c31]Ming Sun, Yun-Nung Chen, Zhenhao Hua, Yulian Tamres-Rudnicky, Arnab Dash, Alexander I. Rudnicky:
AppDialogue: Multi-App Dialogues for Intelligent Assistants. LREC 2016 - [c30]Ming Sun, Aasish Pappu, Yun-Nung Chen, Alexander I. Rudnicky:
Weakly supervised user intent detection for multi-domain dialogues. SLT 2016: 91-97 - [c29]Yun-Nung Chen, Dilek Hakanni-Tur, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng:
Syntax or semantics? knowledge-guided joint semantic frame parsing. SLT 2016: 348-355 - [i4]Bhuwan Dhingra, Lihong Li, Xiujun Li, Jianfeng Gao, Yun-Nung Chen, Faisal Ahmed, Li Deng:
End-to-End Reinforcement Learning of Dialogue Agents for Information Access. CoRR abs/1609.00777 (2016) - [i3]Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür, Asli Celikyilmaz, Jianfeng Gao, Li Deng:
Knowledge as a Teacher: Knowledge-Guided Structural Attention Networks. CoRR abs/1609.03286 (2016) - [i2]Xuesong Yang, Yun-Nung Chen, Dilek Hakkani-Tür, Paul A. Crook, Xiujun Li, Jianfeng Gao, Li Deng:
End-to-End Joint Learning of Natural Language Understanding and Dialogue Manager. CoRR abs/1612.00913 (2016) - [i1]Xiujun Li, Zachary C. Lipton, Bhuwan Dhingra, Lihong Li, Jianfeng Gao, Yun-Nung Chen:
A User Simulator for Task-Completion Dialogues. CoRR abs/1612.05688 (2016) - 2015
- [c28]Yun-Nung Chen:
Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogue Systems. ACL (Student Research Workshop) 2015: 1-7 - [c27]Yun-Nung Chen, William Yang Wang, Anatole Gershman, Alexander I. Rudnicky:
Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding. ACL (1) 2015: 483-494 - [c26]Ting-Hao K. Huang, Yun-Nung Chen, Lingpeng Kong:
ACBiMA: Advanced Chinese Bi-Character Word Morphological Analyzer. SIGHAN@IJCNLP 2015: 26-31 - [c25]Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He:
Detecting actionable items in meetings by convolutional deep structured semantic models. ASRU 2015: 375-382 - [c24]Yun-Nung Chen, Ming Sun, Alexander I. Rudnicky, Anatole Gershman:
Leveraging Behavioral Patterns of Mobile Applications for Personalized Spoken Language Understanding. ICMI 2015: 83-86 - [c23]Ming Sun, Yun-Nung Chen, Alexander I. Rudnicky:
Learning OOV through semantic relatedness in spoken dialog systems. INTERSPEECH 2015: 1453-1457 - [c22]Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky:
Learning semantic hierarchy with distributed representations for unsupervised spoken language understanding. INTERSPEECH 2015: 1869-1873 - [c21]Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky:
Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding. HLT-NAACL 2015: 619-629 - 2014
- [j1]Hung-yi Lee, Sz-Rung Shiang, Ching-feng Yeh, Yun-Nung Chen, Yu Huang, Sheng-yi Kong, Lin-Shan Lee:
Spoken Knowledge Organization by Semantic Structuring and a Prototype Course Lecture System for Personalized Learning. IEEE ACM Trans. Audio Speech Lang. Process. 22(5): 881-896 (2014) - [c20]Yun-Nung Chen, Alexander I. Rudnicky:
Two-Stage Stochastic Email Synthesizer. INLG 2014: 99-102 - [c19]Yun-Nung Chen, Alexander I. Rudnicky:
Two-Stage Stochastic Natural Language Generation for Email Synthesis by Modeling Sender Style and Topic Structure. INLG 2014: 152-156 - [c18]Yun-Nung Chen, Dilek Hakkani-Tür, Gökhan Tür:
Deriving local relational surface forms from dependency-based entity embeddings for unsupervised spoken language understanding. SLT 2014: 242-247 - [c17]Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky:
Leveraging frame semantics and distributional semantics for unsupervised semantic slot induction in spoken dialogue systems. SLT 2014: 584-589 - [c16]Yun-Nung Chen, Alexander I. Rudnicky:
Dynamically supporting unexplored domains in conversational interactions by enriching semantics with neural word embeddings. SLT 2014: 590-595 - 2013
- [c15]Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky:
Unsupervised induction and filling of semantic slots for spoken dialogue systems using frame-semantic parsing. ASRU 2013: 120-125 - [c14]Sunayana Sitaram, Sukhada Palkar, Yun-Nung Chen, Alok Parlikar, Alan W. Black:
Bootstrapping Text-to-Speech for speech processing in languages without an orthography. ICASSP 2013: 7992-7996 - [c13]Yun-Nung Chen, William Yang Wang, Alexander I. Rudnicky:
An empirical investigation of sparse log-linear models for improved dialogue act classification. ICASSP 2013: 8317-8321 - [c12]Sujay Kumar Jauhar, Yun-Nung Chen, Florian Metze:
Prosody-Based Unsupervised Speech Summarization with Two-Layer Mutually Reinforced Random Walk. IJCNLP 2013: 648-654 - [c11]Yun-Nung Chen, Florian Metze:
Multi-layer mutually reinforced random walk with hidden parameters for improved multi-party meeting summarization. INTERSPEECH 2013: 485-489 - 2012
- [c10]Yun-Nung Chen, Yu Huang, Hung-yi Lee, Lin-Shan Lee:
Unsupervised two-stage keyword extraction from spoken documents by topic coherence and support vector machine. ICASSP 2012: 5041-5044 - [c9]Hung-yi Lee, Yun-Nung Chen, Lin-Shan Lee:
Utterance-level latent topic transition modeling for spoken documents and its application in automatic summarization. ICASSP 2012: 5065-5068 - [c8]Seshadri Sridharan, Yun-Nung Chen, Kai-min Chang, Alexander I. Rudnicky:
NeuroDialog: an EEG-enabled spoken dialog interface. ICMI 2012: 65-66 - [c7]Yun-Nung Chen, Florian Metze:
Integrating Intra-Speaker Topic Modeling and Temporal-Based Inter-Speaker Topic Modeling in Random Walk for Improved Multi-Party Meeting Summarization. INTERSPEECH 2012: 2346-2349 - [c6]Yun-Nung Chen, Florian Metze:
Intra-Speaker Topic Modeling for Improved Multi-Party Meeting Summarization with Integrated Random Walk. HLT-NAACL 2012: 377-381 - [c5]Yun-Nung Chen, Kai-min Chang, Jack Mostow:
Towards Using EEG to Improve ASR Accuracy. HLT-NAACL 2012: 382-385 - [c4]Yun-Nung Chen, Florian Metze:
Two-layer mutually reinforced random walk for improved multi-party meeting summarization. SLT 2012: 461-466 - 2011
- [c3]Yun-Nung Chen, Chia-Ping Chen, Hung-yi Lee, Chun-an Chan, Lin-Shan Lee:
Improved spoken term detection with graph-based re-ranking in feature space. ICASSP 2011: 5644-5647 - [c2]Yun-Nung Chen, Yu Huang, Ching-feng Yeh, Lin-Shan Lee:
Spoken Lecture Summarization by Random Walk over a Graph Constructed with Automatically Extracted Key Terms. INTERSPEECH 2011: 933-936 - 2010
- [c1]Yun-Nung Chen, Yu Huang, Sheng-yi Kong, Lin-Shan Lee:
Automatic key term extraction from spoken course lectures using branching entropy and prosodic/semantic features. SLT 2010: 265-270
Coauthor Index
Dilek Hakkani-Tür
aka: Dilek Hakkani-Tur
aka: Dilek Hakkani-Tur
Hung-yi Lee
aka: Hung-Yi Lee
aka: Hung-Yi Lee
Alexander I. Rudnicky
aka: Alexander Rudnicky
aka: Alexander Rudnicky
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