GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling

Annual Meeting of the Association for Computational Linguistics (ACL), 2021

3 June 2021

Papers citing "GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling"

30 / 30 papers shown

Title
Know Your Intent: An Autonomous Multi-Perspective LLM Agent Framework for DeFi User Transaction Intent Mining Qianáng Mao Yuxuan Zhang Jiaman Chen Wenjun Zhou Jiaqi Yan LLMAG 181 0 0 19 Nov 2025
AFD-SLU: Adaptive Feature Distillation for Spoken Language Understanding Yan Xie Yibo Cui Liang Xie Erwei Yin 80 0 0 05 Sep 2025
A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class IntentsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Ankan Mullick Sombit Bose Abhilash Nandy G. Chaitanya Pawan Goyal 143 5 0 29 Oct 2024
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLUNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Yan Li So-Eon Kim Seong-Bae Park S. Han 358 2 0 15 Aug 2024
Towards Spoken Language Understanding via Multi-level Multi-grained Contrastive Learning Xuxin Cheng Wanshi Xu Zhihong Zhu Hongxiang Li Yuexian Zou 174 14 0 31 May 2024
HC $^2$ L: Hybrid and Cooperative Contrastive Learning for Cross-lingual Spoken Language UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Bowen Xing Ivor W. Tsang VLM 173 1 0 10 May 2024
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLUInternational Conference on Language Resources and Evaluation (LREC), 2024 Guanhua Chen Yutong Yao Yang Li Lidia S. Chao 206 4 0 05 May 2024
BlendX: Complex Multi-Intent Detection with Blended Patterns Yejin Yoon Jungyeon Lee Kangsan Kim Chanhee Park Taeuk Kim 152 7 0 27 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 248 11 0 07 Mar 2024
JPIS: A Joint Model for Profile-based Intent Detection and Slot Filling with Slot-to-Intent AttentionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023 Thinh-Le-Gia Pham Dat Quoc Nguyen 297 6 0 14 Dec 2023
MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-AttentionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Thinh-Le-Gia Pham Tran Chi Dat Quoc Nguyen VLM 206 14 0 10 Dec 2023
Co-guiding for Multi-intent Spoken Language UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Bowen Xing Ivor W. Tsang 212 4 0 22 Nov 2023
Adaptive End-to-End Metric Learning for Zero-Shot Cross-Domain Slot FillingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yuanjun Shi Linzhi Wu Minglai Shao 156 7 0 23 Oct 2023
I $^2$ KD-SLU: An Intra-Inter Knowledge Distillation Framework for Zero-Shot Cross-Lingual Spoken Language UnderstandingInternational Conference on Artificial Neural Networks (ICANN), 2023 Tianjun Mao Chenghong Zhang VLM 278 0 0 04 Oct 2023
Joint Multiple Intent Detection and Slot Filling with Supervised Contrastive Learning and Self-DistillationEuropean Conference on Artificial Intelligence (ECAI), 2023 Nguyen Anh Tu Hoang Thi Thu Uyen Tu Minh Phuong Ngo Xuan Bach VLM 183 8 0 28 Aug 2023
Relational Temporal Graph Reasoning for Dual-task Dialogue Language UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Bowen Xing Ivor W. Tsang 202 20 0 15 Jun 2023
Generalized Multiple Intent Conditioned Slot Filling Harshil Shah Arthur Wilcke Marius Cobzarenco Cristian C Cobzarenco Edward Challis David Barber 101 0 0 18 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 116 5 0 17 May 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 306 15 0 27 Nov 2022
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language UnderstandingAAAI Conference on Artificial Intelligence (AAAI), 2022 Lizhi Cheng Wenmian Yang Weijia Jia 153 18 0 22 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 175 25 0 08 Nov 2022
Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label GraphsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Bowen Xing Ivor W. Tsang 209 42 0 19 Oct 2022
Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot FillingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022 Bowen Xing Ivor W. Tsang BDL 204 26 0 19 Oct 2022
A Unified Framework for Multi-intent Spoken Language Understanding with promptingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Feifan Song Lianzhe Huang Houfeng Wang 106 7 0 07 Oct 2022
Capture Salient Historical Information: A Fast and Accurate Non-Autoregressive Model for Multi-turn Spoken Language Understanding Lizhi Cheng Weijia Jia Wenmian Yang OffRL 226 5 0 24 Jun 2022
A Chit-Chats Enhanced Task-Oriented Dialogue Corpora for Fuse-Motive Conversation Systems Changhong Yu Chunhong Zhang Qibo Sun 149 1 0 12 May 2022
Towards a Progression-Aware Autonomous Dialogue AgentNorth American Chapter of the Association for Computational Linguistics (NAACL), 2022 Abraham Sanders T. Strzalkowski Mei Si Albert Ling Sheng Chang D. Dey J. Braasch Usa LLMAG 167 9 0 07 May 2022
A Survey on Non-Autoregressive Generation for Neural Machine Translation and BeyondIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Yisheng Xiao Lijun Wu Junliang Guo Juntao Li Hao Fei Tao Qin Tie-Yan Liu 3DV MedIm AI4CE 235 111 0 20 Apr 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 168 9 0 22 Dec 2021
Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization Libo Qin Minheng Ni Yue Zhang Wanxiang Che Yangming Li Ting Liu 114 14 0 30 Apr 2020