BERT for Joint Intent Classification and Slot Filling

28 February 2019

Qian Chen

Zhu Zhuo

Wen Wang

VLM

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Papers citing "BERT for Joint Intent Classification and Slot Filling"

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Title
Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent Classification Chenyu Zhao Yunjiang Jiang Yiming Qiu Han Zhang Wen-Yun Yang RALM 34 5 0 18 Aug 2023
Task Conditioned BERT for Joint Intent Detection and Slot-filling Diogo Tavares Pedro Azevedo David Semedo R. Sousa João Magalhães 24 4 0 11 Aug 2023
System-Initiated Transitions from Chit-Chat to Task-Oriented Dialogues with Transition Info Extractor and Transition Sentence Generator Ye Liu Stefan Ultes Wolfgang Minker Wolfgang Maier 22 3 0 06 Aug 2023
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated Data Guangzhi Sun C. Zhang Ivan Vulić Paweł Budzianowski P. Woodland 39 6 0 04 Jul 2023
Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models Saleh Soltan Andrew Rosenbaum Tobias Falke Qin Lu Anna Rumshisky Wael Hamza 25 0 0 14 Jun 2023
NLU on Data Diets: Dynamic Data Subset Selection for NLP Classification Tasks Jean-Michel Attendu Jean-Philippe Corbeil 41 15 0 05 Jun 2023
Tri-level Joint Natural Language Understanding for Multi-turn Conversational Datasets H. Weld Sijia Hu Siqu Long Josiah Poon S. Han 20 1 0 28 May 2023
Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery Yutao Mou Xiaoshuai Song Keqing He Chen Zeng Pei Wang Jingang Wang Yunsen Xian Weiran Xu 35 8 0 28 May 2023
Understanding Emotion Valence is a Joint Deep Learning Task Gabriel Roccabruna Seyed Mahed Mousavi Giuseppe Riccardi 29 0 0 27 May 2023
Sequential Integrated Gradients: a simple but effective method for explaining language models Joseph Enguehard 25 39 0 25 May 2023
Generalized Multiple Intent Conditioned Slot Filling Harshil Shah Arthur Wilcke Marius Cobzarenco Cristian C Cobzarenco Edward Challis David Barber 16 0 0 18 May 2023
OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding Libo Qin Qiguang Chen Xiao Xu Yunlong Feng Wanxiang Che ELM VLM 22 4 0 17 May 2023
Actively Discovering New Slots for Task-oriented Conversation Yuxia Wu Tianhao Dai Zhedong Zheng Lizi Liao 21 1 0 06 May 2023
Calibration Error Estimation Using Fuzzy Binning Geetanjali Bihani Julia Taylor Rayz 100 2 0 30 Apr 2023
Zero-Shot Slot and Intent Detection in Low-Resource Languages S. Kwon Gagan Bhatia El Moatez Billah Nagoudi Alcides Alcoba Inciarte Muhammad Abdul-Mageed VLM 40 4 0 26 Apr 2023
Non-autoregressive End-to-end Approaches for Joint Automatic Speech Recognition and Spoken Language Understanding Mohan Li R. Doddipatla 36 6 0 21 Apr 2023
A Multi-Granularity Matching Attention Network for Query Intent Classification in E-commerce Retrieval Chunyuan Yuan Yiming Qiu Mingming Li Haiqing Hu Songlin Wang Sulong Xu 15 7 0 28 Mar 2023
Toward Open-domain Slot Filling via Self-supervised Co-training A. Mosharrof Moghis Fereidouni A. B. Siddique 13 1 0 24 Mar 2023
Open-source Frame Semantic Parsing David Chanin 32 1 0 22 Mar 2023
CTRAN: CNN-Transformer-based Network for Natural Language Understanding Mehrdad Rafiepour J. S. Sartakhti ViT 39 21 0 19 Mar 2023
Matching-based Term Semantics Pre-training for Spoken Patient Query Understanding Zefa Hu Xiuyi Chen Hao Wu Minglun Han Ziyi Ni Jing Shi Shuang Xu Bo Xu 58 4 0 02 Mar 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 24 3 0 01 Mar 2023
Novel Intent Detection and Active Learning Based Classification (Student Abstract) Ankan Mullick 6 5 0 22 Feb 2023
A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends Xiaoye Qu Yingjie Gu Qingrong Xia Zechang Li Zhefeng Wang Baoxing Huai 38 17 0 07 Feb 2023
Can We Use Probing to Better Understand Fine-tuning and Knowledge Distillation of the BERT NLU? Jakub Ho'scilowicz Marcin Sowanski Piotr Czubowski Artur Janicki 25 2 0 27 Jan 2023
Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction S. Han Siqu Long H. Weld Josiah Poon 14 1 0 21 Dec 2022
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue Nikita Moghe E. Razumovskaia Liane Guillou Ivan Vulić Anna Korhonen Alexandra Birch 45 13 0 20 Dec 2022
A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter Dataset Yu Wang Hongxia Jin 23 0 0 18 Dec 2022
Improve Text Classification Accuracy with Intent Information Yifeng Xie VLM 27 0 0 15 Dec 2022
Zero-Shot Learning for Joint Intent and Slot Labeling Rashmi Gangadharaiah Balakrishnan Narayanaswamy VLM 18 2 0 29 Nov 2022
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 24 7 0 27 Nov 2022
3d human motion generation from the text via gesture action classification and the autoregressive model Gwantae Kim Youngsuk Ryu Junyeop Lee D. Han Jeongmin Bae Hanseok Ko 19 2 0 18 Nov 2022
Feature-augmented Machine Reading Comprehension with Auxiliary Tasks Yifeng Xie 26 0 0 17 Nov 2022
When to Use What: An In-Depth Comparative Empirical Analysis of OpenIE Systems for Downstream Applications Kevin Pei Ishan Jindal Kevin Chen-Chuan Chang Chengxiang Zhai Yunyao Li 43 7 0 15 Nov 2022
In-game Toxic Language Detection: Shared Task and Attention Residuals Yuanzhe Jia Weixuan Wu Feiqi Cao S. Han 18 3 0 11 Nov 2022
A Dynamic Graph Interactive Framework with Label-Semantic Injection for Spoken Language Understanding Zhihong Zhu Weiyuan Xu Xuxin Cheng Tengtao Song Yuexian Zou 27 22 0 08 Nov 2022
Multilingual Name Entity Recognition and Intent Classification Employing Deep Learning Architectures S. Rizou A. Paflioti A. Theofilatos A. Vakali G. Sarigiannidis K. Chatzisavvas 40 8 0 04 Nov 2022
Character-level White-Box Adversarial Attacks against Transformers via Attachable Subwords Substitution Aiwei Liu Honghai Yu Xuming Hu Shuang Li Li Lin Fukun Ma Yawen Yang Lijie Wen 41 33 0 31 Oct 2022
Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling Kalpa Gunaratna Vijay Srinivasan Akhila Yerukola Hongxia Jin 29 6 0 19 Oct 2022
Taxonomy of Abstractive Dialogue Summarization: Scenarios, Approaches and Future Directions Qi Jia Yizhu Liu Siyu Ren Kenny Q. Zhu 29 6 0 18 Oct 2022
Time-aware topic identification in social media with pre-trained language models: A case study of electric vehicles Byeongki Jeong Janghyeok Yoon Jaewoong Choi 6 1 0 11 Oct 2022
A Unified Framework for Multi-intent Spoken Language Understanding with prompting Feifan Song Lianzhe Huang Houfeng Wang 19 3 0 07 Oct 2022
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging Andrew Rosenbaum Saleh Soltan Wael Hamza Yannick Versley M. Boese 19 43 0 20 Sep 2022
From Disfluency Detection to Intent Detection and Slot Filling M. Dao Thinh Hung Truong Dat Quoc Nguyen 38 3 0 17 Sep 2022
Generalized Intent Discovery: Learning from Open World Dialogue System Yutao Mou Keqing He Yanan Wu Pei Wang Jingang Wang Wei Wu Y. Huang Junlan Feng Weiran Xu 37 8 0 13 Sep 2022
MIntRec: A New Dataset for Multimodal Intent Recognition Hanlei Zhang Huanlin Xu Xin Eric Wang Qianrui Zhou Shaojie Zhao Jiayan Teng 41 39 0 09 Sep 2022
Real-time Caller Intent Detection In Human-Human Customer Support Spoken Conversations Mrinal Rawat Victor Barrès 33 1 0 14 Aug 2022
Post-processing Networks: Method for Optimizing Pipeline Task-oriented Dialogue Systems using Reinforcement Learning Atsumoto Ohashi Ryuichiro Higashinaka OffRL 24 7 0 25 Jul 2022
Boosting Multi-Modal E-commerce Attribute Value Extraction via Unified Learning Scheme and Dynamic Range Minimization Meng-yang Liu Chao Zhu Hongyu Gao Weibo Gu Hongfa Wang Wei Liu Xu-Cheng Yin 24 2 0 15 Jul 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 41 4 0 24 Jun 2022