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A Survey on Spoken Language Understanding: Recent Advances and New Frontiers

International Joint Conference on Artificial Intelligence (IJCAI), 2021

4 March 2021

Papers citing "A Survey on Spoken Language Understanding: Recent Advances and New Frontiers"

45 / 45 papers shown

Title
Exploring Fine-Tuning of Large Audio Language Models for Spoken Language Understanding under Limited Speech data Youngwon Choi Jaeyoon Jung Hyeonyu Kim Huu-Kim Nguyen Hwayeon Kim 36 0 0 18 Sep 2025
An Efficient Task-Oriented Dialogue Policy: Evolutionary Reinforcement Learning Injected by Elite IndividualsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Yangyang Zhao Ben Niu L. Qin Shihan Wang 138 1 0 04 Jun 2025
Can Large Language Models Help Multimodal Language Analysis? MMLA: A Comprehensive Benchmark Hanlei Zhang Zhuohang Li Yeshuang Zhu Hua Xu Peiwu Wang Haige Zhu Jie Zhou Jinchao Zhang 249 2 0 23 Apr 2025
Privacy-Preserving Edge Speech Understanding with Tiny Foundation Models A. Benazir Felix Xiaozhu Lin 189 2 0 29 Jan 2025
Transforming NLU with Babylon: A Case Study in Development of Real-time, Edge-Efficient, Multi-Intent Translation System for Automated Drive-Thru Ordering Mostafa Varzaneh Pooja Voladoddi Tanmay Bakshi Uma Gunturi 148 0 0 22 Nov 2024
Recent Advances in Speech Language Models: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2024 Wenqian Cui Dianzhi Yu Xiaoqi Jiao Ziqiao Meng Guangyan Zhang Qichao Wang Yiwen Guo Irwin King AuLLM 341 56 0 01 Oct 2024
Interpretation of the Intent Detection Problem as Dynamics in a Low-dimensional SpaceEuropean Conference on Artificial Intelligence (ECAI), 2024 Eduardo Sánchez-Karhunen Jose F. Quesada-Moreno Miguel A. Gutiérrez-Naranjo 71 0 0 05 Aug 2024
CroPrompt: Cross-task Interactive Prompting for Zero-shot Spoken Language UnderstandingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Libo Qin Fuxuan Wei Qiguang Chen Jingxuan Zhou Shijue Huang Jiasheng Si Wenpeng Lu Wanxiang Che LRM VLM 118 4 0 15 Jun 2024
Large Language Models Meet NLP: A Survey Libo Qin Qiguang Chen Xiachong Feng Yang Wu Yongheng Zhang Hai-Tao Zheng Min Li Wanxiang Che Philip S. Yu LRM ALM LM&MA ELM 298 98 0 21 May 2024
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations Hanlei Zhang Xin Wang Hua Xu Qianrui Zhou Kai Gao Jianhua Su jinyue Zhao Wenrui Li Yanting Chen 325 17 0 16 Mar 2024
ECLM: Entity Level Language Model for Spoken Language Understanding with Chain of Intent Shangjian Yin Peijie Huang Jiatian Chen Haojing Huang Yuhong Xu 148 9 0 07 Mar 2024
Prompt Perturbation Consistency Learning for Robust Language Models Yao Qiang Subhrangshu Nandi Ninareh Mehrabi Greg Ver Steeg Anoop Kumar Anna Rumshisky Aram Galstyan 187 22 0 24 Feb 2024
Pro-HAN: A Heterogeneous Graph Attention Network for Profile-Based Spoken Language UnderstandingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Dechuan Teng Chunlin Lu Xiao Xu Wanxiang Che Libo Qin 100 2 0 06 Feb 2024
SDIF-DA: A Shallow-to-Deep Interaction Framework with Data Augmentation for Multi-modal Intent DetectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Shijue Huang Libo Qin Bingbing Wang Geng Tu Ruifeng Xu 160 12 0 31 Dec 2023
Speech Understanding on Tiny Devices with A Learning CacheACM SIGMOBILE International Conference on Mobile Systems, Applications, and Services (MobiSys), 2023 A. Benazir Zhiming Xu Felix Xiaozhu Lin 282 4 0 30 Nov 2023
A Survey of the Evolution of Language Model-Based Dialogue Systems: Data, Task and Models Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 287 27 0 28 Nov 2023
End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future DirectionsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Libo Qin Wenbo Pan Qiguang Chen Lizi Liao Zhou Yu Yue Zhang Wanxiang Che Min Li 143 24 0 15 Nov 2023
Are cascade dialogue state tracking models speaking out of turn in spoken dialogues? Lucas Druart Léo Jacqmin Benoit Favre L. Rojas-Barahona Valentin Vielzeuf 108 0 0 03 Nov 2023
Continual Contrastive Spoken Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Umberto Cappellazzo Enrico Fini Muqiao Yang Daniele Falavigna Alessio Brutti Bhiksha Raj CLL 155 1 0 04 Oct 2023
CWCL: Cross-Modal Transfer with Continuously Weighted Contrastive LossNeural Information Processing Systems (NeurIPS), 2023 R. S. Srinivasa Jaejin Cho Chouchang Yang Yashas Malur Saidutta Ching Hua Lee Yilin Shen Hongxia Jin VLM 119 15 0 26 Sep 2023
Sequence-Level Knowledge Distillation for Class-Incremental End-to-End Spoken Language UnderstandingInterspeech (Interspeech), 2023 Umberto Cappellazzo Muqiao Yang Daniele Falavigna Alessio Brutti CLL KELM 100 6 0 23 May 2023
Can ChatGPT Detect Intent? Evaluating Large Language Models for Spoken Language UnderstandingInterspeech (Interspeech), 2023 Mutian He Philip N. Garner ELM AI4MH LRM 190 32 0 22 May 2023
Textually Pretrained Speech Language ModelsNeural Information Processing Systems (NeurIPS), 2023 Michael Hassid Tal Remez Tu Nguyen Itai Gat Alexis Conneau ... Alexandre Défossez Gabriel Synnaeve Emmanuel Dupoux Roy Schwartz Yossi Adi VLM SyDa 264 87 0 22 May 2023
OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Libo Qin Qiguang Chen Xiao Xu Yunlong Feng Wanxiang Che ELM VLM 76 5 0 17 May 2023
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue ContextsInternational Conference on Language Resources and Evaluation (LREC), 2023 Hao Lang Yinhe Zheng Binyuan Hui Fei Huang Yongbin Li 120 5 0 05 May 2023
Controllable Data Augmentation for Context-Dependent Text-to-SQL Dingzirui Wang Longxu Dou Wanxiang Che 103 0 0 27 Apr 2023
A Clustering Framework for Unsupervised and Semi-supervised New Intent DiscoveryIEEE Transactions on Knowledge and Data Engineering (TKDE), 2023 Hanlei Zhang Huanlin Xu Xin Eric Wang Fei Long Kai Gao 243 16 0 16 Apr 2023
A Preliminary Evaluation of ChatGPT for Zero-shot Dialogue Understanding Wenbo Pan Qiguang Chen Xiao Xu Wanxiang Che Libo Qin 125 49 0 09 Apr 2023
A Persian Benchmark for Joint Intent Detection and Slot Filling M. Akbari Amir-Hossein Karimi Tayyebeh Saeedi Zeinab Saeidi Kiana Ghezelbash Fatemeh Shamsezat Mohammad Akbari Ali Mohades 99 6 0 01 Mar 2023
ESIE-BERT: Enriching Sub-words Information Explicitly with BERT for Joint Intent Classification and SlotFilling Yutian Guo Zhilong Xie Xingyan Chen Huangen Chen Leilei Wang Huaming Du Shaopeng Wei Yu Zhao Qing Li Ganglu Wu 163 15 0 27 Nov 2022
A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language UnderstandingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Zhihong Zhu Weiyuan Xu Xuxin Cheng Tengtao Song Yuexian Zou 119 25 0 08 Nov 2022
Towards Relation Extraction From SpeechConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Tongtong Wu Guitao Wang Jinming Zhao Zhaoran Liu Guilin Qi Yuan-Fang Li Gholamreza Haffari 143 12 0 17 Oct 2022
A Survey of Intent Classification and Slot-Filling Datasets for Task-Oriented Dialog Stefan Larson Kevin Leach 151 25 0 26 Jul 2022
ASR-Generated Text for Language Model Pre-training Applied to Speech TasksInterspeech (Interspeech), 2022 Valentin Pelloin Franck Dary Nicolas Hervé Benoit Favre Nathalie Camelin Antoine Laurent Laurent Besacier 115 6 0 05 Jul 2022
Calibrate and Refine! A Novel and Agile Framework for ASR-error Robust Intent DetectionInterspeech (Interspeech), 2022 Peilin Zhou Dading Chong Helin Wang Qingcheng Zeng 84 5 0 23 May 2022
GL-CLeF: A Global-Local Contrastive Learning Framework for Cross-lingual Spoken Language UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Libo Qin Qiguang Chen Tianbao Xie Qixin Li Jian-Guang Lou Wanxiang Che MingSung Kan 107 35 0 18 Apr 2022
UniDU: Towards A Unified Generative Dialogue Understanding FrameworkSIGDIAL Conferences (SIGDIAL), 2022 Zhi Chen Lu Chen B. Chen Libo Qin Yuncong Liu Su Zhu Jian-Guang Lou Kai Yu 163 15 0 10 Apr 2022
Learning Discriminative Representations and Decision Boundaries for Open Intent DetectionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022 Hanlei Zhang Huan Xu Shaojie Zhao Qianrui Zhou 124 25 0 11 Mar 2022
Text is no more Enough! A Benchmark for Profile-based Spoken Language UnderstandingAAAI Conference on Artificial Intelligence (AAAI), 2021 Xiao Xu Libo Qin Kaiji Chen Guoxing Wu Linlin Li Wanxiang Che 92 7 0 22 Dec 2021
Advances in Multi-turn Dialogue Comprehension: A Survey Zhuosheng Zhang Hai Zhao 212 21 0 11 Oct 2021
Smoothing Dialogue States for Open Conversational Machine ReadingConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Zhuosheng Zhang Siru Ouyang Hai Zhao Masao Utiyama Eiichiro Sumita 118 6 0 28 Aug 2021
A Survey on Dialogue Summarization: Recent Advances and New Frontiers Xiachong Feng Xiaocheng Feng Bing Qin 193 108 0 07 Jul 2021
GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot FillingAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Libo Qin Fuxuan Wei Tianbao Xie Xiao Xu Wanxiang Che Ting Liu 124 93 0 03 Jun 2021
A Result based Portable Framework for Spoken Language UnderstandingIEEE International Conference on Multimedia and Expo (ICME), 2021 Lizhi Cheng Weijia Jia Wenmian Yang 118 8 0 10 Mar 2021
Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization Libo Qin Minheng Ni Yue Zhang Wanxiang Che Yangming Li Ting Liu 74 14 0 30 Apr 2020