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
DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue Shikib Mehri Mihail Eric Dilek Z. Hakkani-Tür ELM 26 136 0 28 Sep 2020
PIN: A Novel Parallel Interactive Network for Spoken Language Understanding Peilin Zhou Zhiqi Huang Fenglin Liu Yuexian Zou 27 23 0 28 Sep 2020
SUMBT+LaRL: Effective Multi-domain End-to-end Neural Task-oriented Dialog System Hwaran Lee Seokhwan Jo Hyungjun Kim Sangkeun Jung Tae-Yoon Kim OffRL 17 6 0 22 Sep 2020
FewJoint: A Few-shot Learning Benchmark for Joint Language Understanding Yutai Hou Jiafeng Mao Y. Lai Cheng Chen Wanxiang Che Zhigang Chen Ting Liu 12 16 0 17 Sep 2020
Augmented Natural Language for Generative Sequence Labeling Ben Athiwaratkun Cicero Nogueira dos Santos Jason Krone Bing Xiang VLM 19 61 0 15 Sep 2020
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product Tiangang Zhu Yue Wang Haoran Li Youzheng Wu Xiaodong He Bowen Zhou 22 69 0 15 Sep 2020
Robust Spoken Language Understanding with RL-based Value Error Recovery Chen Liu Su Zhu Lu Chen Kai Yu OffRL 12 1 0 07 Sep 2020
TATL at W-NUT 2020 Task 2: A Transformer-based Baseline System for Identification of Informative COVID-19 English Tweets A. Nguyen MedIm 12 2 0 28 Aug 2020
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark Haoran Li Abhinav Arora Shuohui Chen Anchit Gupta Sonal Gupta Yashar Mehdad 45 172 0 21 Aug 2020
Deep Search Query Intent Understanding Xiaowei Liu Weiwei Guo Huiji Gao Bo Long 17 4 0 15 Aug 2020
Data balancing for boosting performance of low-frequency classes in Spoken Language Understanding Judith Gaspers Q. Do Fabian Triefenbach 34 5 0 06 Aug 2020
Multimodal Semi-supervised Learning Framework for Punctuation Prediction in Conversational Speech Monica Sunkara S. Ronanki Dhanush Bekal S. Bodapati Katrin Kirchhoff 13 32 0 03 Aug 2020
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations Sam Coope Tyler Farghly D. Gerz Ivan Vulić Matthew Henderson 27 62 0 18 May 2020
VirAAL: Virtual Adversarial Active Learning For NLU Grégory Senay Badr Youbi Idrissi Marine Haziza AAML 11 1 0 14 May 2020
Enriched Pre-trained Transformers for Joint Slot Filling and Intent Detection Momchil Hardalov Ivan Koychev Preslav Nakov VLM 25 17 0 30 Apr 2020
Dual Learning for Semi-Supervised Natural Language Understanding Su Zhu Ruisheng Cao Kai Yu 43 31 0 26 Apr 2020
Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition Dingmin Wang Chenghua Lin Qi Liu Kam-Fai Wong 16 17 0 22 Apr 2020
DIET: Lightweight Language Understanding for Dialogue Systems Tanja Bunk Daksh Varshneya Vladimir Vlasov Alan Nichol 27 160 0 21 Apr 2020
ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers Jung-Woo Ha Kihyun Nam Jin Gu Kang Sang-Woo Lee Sohee Yang ... Hyun Ah Kim Kyoungtae Doh C. Lee Nako Sung Sunghun Kim 19 29 0 20 Apr 2020
Integrated Eojeol Embedding for Erroneous Sentence Classification in Korean Chatbots Donghyun Choi Ilnam Park M. Shin EungGyun Kim Dong Ryeol Shin 22 1 0 13 Apr 2020
Speaker-change Aware CRF for Dialogue Act Classification Guokan Shang A. Tixier Michalis Vazirgiannis Jean-Pierre Lorré 6 15 0 06 Apr 2020
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 29 174 0 17 Mar 2020
Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents Ruixue Zhang Wei Yang Luyun Lin Zhengkai Tu Yuqing Xie Zihang Fu Yuhao Xie Luchen Tan Kun Xiong Jimmy J. Lin 15 18 0 05 Feb 2020
Joint Contextual Modeling for ASR Correction and Language Understanding Yue Weng Sai Sumanth Miryala Chandra Khatri Runze Wang H. Zheng ... Mahdi Namazifar Alexandros Papangelis Hugh Williams Franziska Bell Gokhan Tur 36 50 0 28 Jan 2020
Improving Slot Filling by Utilizing Contextual Information Amir Pouran Ben Veyseh Franck Dernoncourt Thien Huu Nguyen 21 6 0 05 Nov 2019
A Framework for Building Closed-Domain Chat Dialogue Systems Mikio Nakano Kazunori Komatani 11 13 0 30 Oct 2019
CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding Yijin Liu Fandong Meng Jinchao Zhang Jie Zhou Jinan Xu Jinan Xu 35 72 0 16 Sep 2019
A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding Libo Qin Wanxiang Che Yangming Li Haoyang Wen Ting Liu 52 260 0 05 Sep 2019
A Sketch-Based System for Semantic Parsing Zechang Li Yuxuan Lai Yuxi Xie Yansong Feng Dongyan Zhao 22 2 0 02 Sep 2019
A Novel Task-Oriented Text Corpus in Silent Speech Recognition and its Natural Language Generation Construction Method Dong Cao Dongdong Zhang Haibo Chen 20 3 0 19 Apr 2019
Simple, Fast, Accurate Intent Classification and Slot Labeling for Goal-Oriented Dialogue Systems Arshit Gupta John Hewitt Katrin Kirchhoff 9 38 0 19 Mar 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 309 13,373 0 25 Aug 2014