研究成果


第 1 到 82 筆結果，共 82 筆。

公開日期標題作者來源出版物scopusWOS全文
12024Joint Dual Learning with Mutual Information Maximization for Natural Language Understanding and Generation in DialoguesSu, Shang Yu; Chung, Yung Sung; YUN-NUNG CHEN IEEE/ACM Transactions on Audio Speech and Language Processing
22023Overview of the Tenth Dialog System Technology Challenge: DSTC10Yoshino, Koichiro; YUN-NUNG CHEN ; Crook, Paul; Kottur, Satwik; Li, Jinchao; Hedayatnia, Behnam; Moon, Seungwhan; Fei, Zhengcong; Li, Zekang; Zhang, Jinchao; Feng, Yang; Zhou, Jie; Kim, Seokhwan; Liu, Yang; Jin, Di; Papangelis, Alexandros; Gopalakrishnan, Karthik; Hakkani-Tur, Dilek; Damavandi, Babak; Geramifard, Alborz; Hori, Chiori; Shah, Ankit; Zhang, Chen; Li, Haizhou; Sedoc, Joao; D'Haro, Luis F.; Banchs, Rafael; Rudnicky, AlexanderIEEE/ACM Transactions on Audio Speech and Language Processing00
32023Visually-Enhanced Phrase UnderstandingHsu, Tsu Yuan; Li, Chen An; Huang, Chao Wei; YUN-NUNG CHEN Proceedings of the Annual Meeting of the Association for Computational Linguistics
42023Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation NamesXu, Ze Song; YUN-NUNG CHEN Proceedings of the Annual Meeting of the Association for Computational Linguistics0
52023SELF-ICL: Zero-Shot In-Context Learning with Self-Generated DemonstrationsChen, Wei Lin; Wu, Cheng Kuang; YUN-NUNG CHEN ; HSIN-HSI CHEN EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings
62022SalesBot: Transitioning from Chit-Chat to Task-Oriented DialoguesChiu, Ssu; Li, Maolin; YEN-TING LIN; YUN-NUNG CHEN Proceedings of the Annual Meeting of the Association for Computational Linguistics10
72022Contrastive Learning for Improving ASR Robustness in Spoken Language UnderstandingChang, Ya Hsin; YUN-NUNG CHEN Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH20
82022PLM-ICD: Automatic ICD Coding with Pretrained Language ModelsHuang, Chao Wei; Tsai, Shang Chi; YUN-NUNG CHEN ClinicalNLP 2022 - 4th Workshop on Clinical Natural Language Processing, Proceedings9
92022Open-Domain Conversational Question Answering with Historical AnswersFang, Hung Chieh; Hung, Kuo Han; Huang, Chen Wei; YUN-NUNG CHEN 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing - Findings of the Association for Computational Linguistics: AACL-IJCNLP 20221
102021Modeling Diagnostic Label Correlation for Automatic ICD CodingTsai, Shang Chi; Huang, Chao Wei; YUN-NUNG CHEN NAACL-HLT 2021 - 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference6
112021Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature SimilarityKung P.-N; Chen Y.-C; Yin S.-S; Yang T.-H; YUN-NUNG CHEN EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings4
122021Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite DataChen B; Chen B.-F; YUN-NUNG CHEN 35th AAAI Conference on Artificial Intelligence, AAAI 20214
132021Relating Neural Text Degeneration to Exposure BiasChiang T.-R; YUN-NUNG CHEN BlackboxNLP 2021 - Proceedings of the 4th BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP2
142021Data Homogeneity Effect in Deep Learning-Based Prediction of Type 1 Diabetic RetinopathyYUN-NUNG CHEN ; YI-TING HSIEH ; TA-CHING CHEN Journal of Diabetes Research3
152020Dykgchat: Benchmarking dialogue generation grounding on dynamic knowledge graphsTuan, Y.-L.; YUN-NUNG CHEN ; HUNG-YI LEE EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference39
162020整合疾病階層關係輔助資料量不平均之診斷文字理解蔡尚錡(Shang-Chi Tsai); 陳縕儂(Yun-Nung Chen); YUN-NUNG CHEN 台灣醫學0
172020Cluse: Cross-lingual unsupervised sense embeddingsChi, T.-C.; YUN-NUNG CHEN Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 20185
182020Dual supervised learning for natural language understanding and generationSu, S.-Y.; Huang, C.-W.; YUN-NUNG CHEN ACL 2019 - 57th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference14
192020Discriminative deep Dyna-Q: Robust planning for dialogue policy learningSu, S.-Y.; Li, X.; Gao, J.; Liu, J.; YUN-NUNG CHEN Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, EMNLP 201833
202020QainfoMax: Learning robust question answering system by mutual information maximizationYeh, Y.-T.; YUN-NUNG CHEN EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference25
212020Tree transformer: Integrating tree structures into self-attentionWang, Y.-S.; HUNG-YI LEE ; Chen, Y.-N.; YUN-NUNG CHEN EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference66
222020What does this word mean? Explaining contextualized embeddings with natural language definitionChang, T.-Y.; YUN-NUNG CHEN EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference14
232020Learning Multi -Level Information for Dialogue Response Selection by Highway Recurrent TransformerChiang, TR; Huang, CW; Su, SY; Chen, YN; YUN-NUNG CHEN COMPUTER SPEECH AND LANGUAGE43
242020Knowledge-rounded Response Generation with Deep Attentional latent-variable modelYe, H.-T.; Lo, K.-L.; Su, S.-Y.; YUN-NUNG CHEN Computer Speech and Language10
252020Learning asr-robust contextualized embeddings for spoken language understandingHuang, C.-W.; YUN-NUNG CHEN ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
262020RAP-Net: Recurrent Attention Pooling Networks for Dialogue Response SelectionHuang, C.-W.; Chiang, T.-R.; Su, S.-Y.; YUN-NUNG CHEN Computer Speech and Language
272019Dynamically Context-sensitive Time-decay Attention for Dialogue ModelingSu, S.-Y.; Yuan, P.-C.; YUN-NUNG CHEN IEEE International Conference on Acoustics, Speech and Signal Processing40
282019Compound Variational Auto-encoderSu, S.-Y.; Lin, S.-W.; YUN-NUNG CHEN IEEE International Conference on Acoustics, Speech and Signal Processing20
292019Investigating Linguistic Pattern Ordering in Hierarchical Natural Language GenerationSu, S.-Y.; YUN-NUNG CHEN 2018 IEEE Spoken Language Technology Workshop60
302019Abstractive Dialogue Summarization with Sentence-Gated Modeling Optimized by Dialogue ActsGoo, C.-W.; YUN-NUNG CHEN 2018 IEEE Spoken Language Technology Workshop, SLT 2018780
312019Mitigating the Impact of Speech Recognition Errors on Spoken Question Answering by Adversarial Domain AdaptationLee, C.-H.; YUN-NUNG CHEN ; Lee, Hung-YiIEEE International Conference on Acoustics, Speech and Signal Processing120
322019An Empirical Study of Content Understanding in Conversational Question AnsweringTing-Rui Chiang; Hao-Tong Ye; Yun Nung Chen AAAI2020
332019Modeling Melodic Feature Dependency with Modularized Variational Auto-encoderWang, Y.-A.; Huang, Y.-K.; Lin, T.-C.; Su, S.-Y.; YUN-NUNG CHEN IEEE International Conference on Acoustics, Speech and Signal Processing20
342019Semantically-aligned equation generation for solving and reasoning math word problemsChiang, T.-R.; YUN-NUNG CHEN NAACL HLT 2019 - 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference
352019Adapting Pretrained Transformer to Lattices for Spoken Language UnderstandingHuang, C.-W.; YUN-NUNG CHEN 2019 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019 - Proceedings
362019Dialogue Environments are Different from Games: Investigating Variants of Deep Q-Networks for Dialogue PolicyWang, Y.-A.; YUN-NUNG CHEN 2019 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019 - Proceedings
372018Adversarial Advantage Actor-Critic Model for Task-Completion Dialogue Policy LearningPeng, B.; Li, X.; Gao, J.; Liu, J.; YUN-NUNG CHEN ; Wong, Kam-FaiIEEE International Conference on Acoustics, Speech and Signal Processing380
382018Dynamic time-aware attention to speaker roles and contexts for spoken language understandingChen, P.-C.; Chi, T.-C.; Su, S.-Y.; YUN-NUNG CHEN 2017 IEEE Automatic Speech Recognition and Understanding Workshop210
392018Slot-gated modeling for joint slot filling and intent predictionGoo C.-W; Gao G; Hsu Y.-K; Huo C.-L; Chen T.-C; Hsu K.-W; YUN-NUNG CHEN NAACL HLT 2018 - 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference
402018Natural language generation by hierarchical decoding with linguistic patternsSu S.-Y; Lo K.-L; Yeh Y.-T; YUN-NUNG CHEN NAACL HLT 2018 - 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference
412018How time matters: Learning time-decay attention for contextual spoken language understanding in dialoguesSu S.-Y; Yuan P.-C; YUN-NUNG CHEN NAACL HLT 2018 - 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies - Proceedings of the Conference
422017Order-preserving abstractive summarization for spoken content based on connectionist temporal classificationLu, B.-R.; Shyu, F.; Chen, Y.-N. ; Lee, H.-Y.; HUNG-YI LEE ; LIN-SHAN LEE Annual Conference of the International Speech Communication Association20
432017Weakly supervised user intent detection for multi-domain dialoguesSun, M.; Pappu, A.; Chen, Y.-N. ; YUN-NUNG CHEN 2016 IEEE Workshop on Spoken Language Technology00
442017Towards end-to-end reinforcement learning of dialogue agents for information accessDhingra, B.; Li, L.; Li, X.; Gao, J.; Chen, Y.-N. ; Ahmed, F.; YUN-NUNG CHEN 55th Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference1370
452017End-to-end joint learning of natural language understanding and dialogue managerYang, X.; YUN-NUNG CHEN ; Hakkani-Tur, D.; Crook, P.; Li, X.; Gao, J.; Deng, LiIEEE International Conference on Acoustics, Speech and Signal Processing590
462017Deep learning for dialogue systemsChen, Y.-N. ; Celikyilmaz, A.; YUN-NUNG CHEN 55th Annual Meeting of the Association for Computational Linguistics270
472017MUSE: Modularizing unsupervised sense embeddingsLee G.-H; YUN-NUNG CHEN EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings
482016An intelligent assistant for high-level task understandingSun, M.; Chen, Y.-N. ; YUN-NUNG CHEN International Conference on Intelligent User Interfaces210
492016Detecting actionable items in meetings by convolutional deep structured semantic modelsChen, Y.-N. ; Hakkani-Tur, D.; YUN-NUNG CHEN 2015 IEEE Workshop on Automatic Speech Recognition and Understanding60
502016AIMU: Actionable items for meeting understandingChen, Y.-N. ; Hakkani-T?r, D.10th International Conference on Language Resources and Evaluation, LREC 20160
512016End-to-end memory networks with knowledge carryover for multi-turn spoken language understandingChen, Y.-N. ; Hakkani-T?r, D.; Tur, G.; Gao, J.; YUN-NUNG CHEN Annual Conference of the International Speech Communication Association, INTERSPEECH1100
522016Unsupervised user intent modeling by feature-enriched matrix factorizationChen, Y.-N. ; Sun, M.; Rudnicky, A.I.; YUN-NUNG CHEN IEEE International Conference on Acoustics, Speech and Signal Processing70
532016Zero-shot learning of intent embeddings for expansion by convolutional deep structured semantic modelsChen, Y.-N. ; Hakkani-Tur, D.; YUN-NUNG CHEN IEEE International Conference on Acoustics, Speech and Signal Processing650
542016AppDialogue: Multi-app dialogues for intelligent assistantsSun, M.; Chen, Y.-N. ; Hua, Z.; Tamres-Rudnicky, Y.; Dash, A.; Rudnicky, A.I.10th International Conference on Language Resources and Evaluation, LREC 20166
552016Multi-domain joint semantic frame parsing using bi-directional RNN-LSTMHakkani-T?r, D.; Tur, G.; Celikyilmaz, A.; Chen, Y.-N. ; Gao, J.; Deng, L.; YUN-NUNG CHEN Annual Conference of the International Speech Communication Association3290
562016HELPR: A Framework to Break the Barrier Across Domains in Spoken Dialog Systems.Sun, Ming; Chen, Yun-Nung; Rudnicky, Alexander I.; YUN-NUNG CHEN Dialogues with Social Robots - Enablements, Analyses, and Evaluation, Seventh International Workshop on Spoken Dialogue Systems, IWSDS 2016, Saariselk?, Finland, January 13-16, 2016
572015Unsupervised learning and modeling of knowledge and intent for spoken dialogue systemsChen, Y.-N. 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing, Proceedings of the Student Research Workshop3
582015Learning OOV through semantic relatedness in spoken dialog systemsSun, M.; Chen, Y.-N. ; Rudnicky, A.I.Annual Conference of the International Speech Communication Association8
592015ACBiMA: Advanced chinese bi-characterword morphological analyzerHuang, Ting-Hao K.; YUN-NUNG CHEN ; Kong, LingpengProceedings of the Eighth SIGHAN Workshop on Chinese Language Processing, SIGHAN@IJCNLP 2015, Beijing, China, July 30-31, 201500
602015Jointly modeling inter-slot relations by random walk on knowledge graphs for unsupervised spoken language understandingChen, Y.-N. ; Wang, W.Y.; Rudnicky, A.I.2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies20
612015Learning semantic hierarchy with distributed representations for unsupervised spoken language understandingChen, Y.-N. ; Wang, W.Y.; Rudnicky, A.I.Annual Conference of the International Speech Communication Association5
622015Matrix factorization with knowledge graph propagation for unsupervised spoken language understandingChen, Y.-N. ; Wang, W.Y.; Gershman, A.; Rudnicky, A.I.53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing28
632015Leveraging behavioral patterns of mobile applications for personalized Spoken language understandingChen, Y.-N. ; Sun, M.; Rudnicky, A.I.; YUN-NUNG CHEN 2015 ACM International Conference on Multimodal Interaction200
642014Spoken knowledge organization by semantic structuring and a prototype course lecture system for personalized learningLee, H.-Y.; Shiang, S.-R.; Yeh, C.-F.; Chen, Y.-N. ; Huang, Y.; Kong, S.-Y.; HUNG-YI LEE ; LIN-SHAN LEE ; YUN-NUNG CHEN ; JIUN-HAW LEE IEEE Transactions on Audio, Speech and Language Processing1615
652014Leveraging frame semantics and distributional semantics for unsupervised semantic slot induction in spoken dialogue systemsChen, Y.-N. ; Wang, W.Y.; YUN-NUNG CHEN 2014 IEEE Workshop on Spoken Language Technology280
662014Deriving local relational surface forms from dependency-based entity embeddings for unsupervised spoken language understandingChen, Y.-N. ; Hakkani-Tur, D.; YUN-NUNG CHEN 2014 IEEE Workshop on Spoken Language Technology200
672014Dynamically supporting unexplored domains in conversational interactions by enriching semantics with neural word embeddingsChen, Y.-N. ; YUN-NUNG CHEN 2014 IEEE Workshop on Spoken Language Technology180
682013Bootstrapping Text-to-Speech for speech processing in languages without an orthographySitaram, S.; Palkar, S.; YUN-NUNG CHEN ; Parlikar, A.; Black, Alan W.IEEE International Conference on Acoustics, Speech and Signal Processing180
692013An empirical investigation of sparse log-linear models for improved dialogue act classificationChen, Y.-N. ; Wang, W.Y.; YUN-NUNG CHEN IEEE International Conference on Acoustics, Speech and Signal Processing150
702013Unsupervised induction and filling of semantic slots for spoken dialogue systems using frame-semantic parsingChen, Y.-N. ; Wang, W.Y.; YUN-NUNG CHEN IEEE Workshop on Automatic Speech Recognition and Understanding590
712013Multi-layer mutually reinforced randomwalk with hidden parameters for improved multi-party meeting summarizationChen, Y.-N. ; Metze, F.Annual Conference of the International Speech Communication Association9
722012Integrating intra-speaker topic modeling and temporal-based inter-speaker topic modeling in random walk for improved multi-party meeting summarizationChen, Y.-N. ; Metze, F.13th Annual Conference of the International Speech Communication Association 201211
732012Two-layer mutually reinforced random walk for improved multi-party meeting summarizationChen, Y.-N. ; YUN-NUNG CHEN 2012 IEEE Workshop on Spoken Language Technology240
742012Unsupervised two-stage keyword extraction from spoken documents by topic coherence and support vector machineYUN-NUNG CHEN ; Huang, Y.; HUNG-YI LEE ; LIN-SHAN LEE ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings110
752012NeuroDialog: An EEG-enabled spoken dialog interfaceSridharan, S.; Chen, Y.-N. ; Chang, K.-M.; YUN-NUNG CHEN ACM International Conference on Multimodal Interaction20
762012Intra-speaker topic modeling for improved multi-party meeting summarization with integrated randomwalkChen, Y.-N. ; Metze, F.2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies9
772012Towards using EEG to improve ASR accuracyChen, Y.-N. ; Chang, K.-M.; Mostow, J.2012 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference3
782012Utterance-level latent topic transition modeling for spoken documents and its application in automatic summarizationHUNG-YI LEE ; YUN-NUNG CHEN ; LIN-SHAN LEE ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings50
792011Spoken lecture summarization by random walk over a graph constructed with automatically extracted key termsChen, Y.-N. ; Huang, Y.; Yeh, C.-F.; Lee, L.-S.Annual Conference of the International Speech Communication Association28
802011Improved spoken term detection with graph-based re-ranking in feature spaceYUN-NUNG CHEN ; Chen, C.-P.; HUNG-YI LEE ; Chan, C.-A.; LIN-SHAN LEE ;  ; Chen, Y.-N.ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing200
812011Improved speech summarization and spoken term detection with graphical analysis of utterance similaritiesLee, H.-Y.; Chen, Y.-N. ; Lee, L.-S.Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 20117
822010Automatic key term extraction from spoken course lectures using branching entropy and prosodic/semantic featuresChen, Y.-N. ; Huang, Y.; Kong, S.-Y.; LIN-SHAN LEE ; YUN-NUNG CHEN 2010 IEEE Workshop on Spoken Language Technology, SLT 2010 - Proceedings290