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1812.09471
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Joint Slot Filling and Intent Detection via Capsule Neural Networks
22 December 2018
Chenwei Zhang
Yaliang Li
Nan Du
Wei Fan
Philip S. Yu
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Papers citing
"Joint Slot Filling and Intent Detection via Capsule Neural Networks"
50 / 106 papers shown
CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection
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Jean Lee
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Kunze Wang
Xinghong Guo
Siqu Long
Josiah Poon
S. Han
159
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11 Jun 2021
X2Parser: Cross-Lingual and Cross-Domain Framework for Task-Oriented Compositional Semantic Parsing
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Zihan Liu
Genta Indra Winata
Peng Xu
Pascale Fung
127
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07 Jun 2021
An Adversarial Learning based Multi-Step Spoken Language Understanding System through Human-Computer Interaction
Yu Wang
Yilin Shen
Hongxia Jin
153
3
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06 Jun 2021
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
Libo Qin
Fuxuan Wei
Tianbao Xie
Xiao Xu
Wanxiang Che
Ting Liu
239
99
0
03 Jun 2021
Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling
Findings (Findings), 2021
Yutai Hou
Y. Lai
Cheng Chen
Wanxiang Che
Ting Liu
162
17
0
25 May 2021
Continuous representations of intents for dialogue systems
Sindre André Jacobsen
Anton Ragni
84
0
0
08 May 2021
Distilling EEG Representations via Capsules for Affective Computing
Pattern Recognition Letters (PR), 2021
Guangyi Zhang
Ali Etemad
288
21
0
30 Apr 2021
Out-of-Scope Domain and Intent Classification through Hierarchical Joint Modeling
International Workshop on Spoken Dialogue Systems Technology (SDST), 2021
Peng Liu
Kun Li
Helen Meng
123
2
0
30 Apr 2021
Visual Goal-Step Inference using wikiHow
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Yue Yang
Artemis Panagopoulou
Qing Lyu
Li Zhang
Mark Yatskar
Chris Callison-Burch
260
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0
12 Apr 2021
Non-Autoregressive Semantic Parsing for Compositional Task-Oriented Dialog
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Arun Babu
Akshat Shrivastava
Armen Aghajanyan
Ahmed Aly
Angela Fan
Marjan Ghazvininejad
145
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0
11 Apr 2021
A Question-answering Based Framework for Relation Extraction Validation
Cheng Jiayang
Haiyun Jiang
Deqing Yang
Yanghua Xiao
197
11
0
07 Apr 2021
Intent Detection and Slot Filling for Vietnamese
Interspeech (Interspeech), 2021
M. Dao
Thinh Hung Truong
Dat Quoc Nguyen
VLM
360
39
0
05 Apr 2021
Masked Conditional Random Fields for Sequence Labeling
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Tianwen Wei
Jianwei Qi
Shenghuang He
Songtao Sun
214
20
0
19 Mar 2021
A Result based Portable Framework for Spoken Language Understanding
IEEE International Conference on Multimedia and Expo (ICME), 2021
Lizhi Cheng
Weijia Jia
Wenmian Yang
166
8
0
10 Mar 2021
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Libo Qin
Tianbao Xie
Wanxiang Che
Ting Liu
VLM
322
114
0
04 Mar 2021
Joint Intent Detection And Slot Filling Based on Continual Learning Model
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Yanfei Hui
Jianzong Wang
Ning Cheng
Fengying Yu
Tianbo Wu
Jing Xiao
88
19
0
22 Feb 2021
Joint Intent Detection and Slot Filling with Wheel-Graph Attention Networks
Journal of Intelligent & Fuzzy Systems (JIFS), 2021
Pengfei Wei
Bi Zeng
Wenxiong Liao
118
9
0
09 Feb 2021
Generalized Zero-shot Intent Detection via Commonsense Knowledge
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
A.B. Siddique
Fuad Jamour
Luxun Xu
Vagelis Hristidis
246
36
0
04 Feb 2021
A survey of joint intent detection and slot-filling models in natural language understanding
H. Weld
Xiaoqi Huang
Siqi Long
Josiah Poon
S. Han
VLM
334
2
0
20 Jan 2021
Linguistically-Enriched and Context-Aware Zero-shot Slot Filling
The Web Conference (WWW), 2021
A.B. Siddique
Fuad Jamour
Vagelis Hristidis
150
29
0
16 Jan 2021
A character representation enhanced on-device Intent Classification
ICON (ICON), 2021
Sudeep Deepak Shivnikar
H. Arora
S. HarichandanaBS
128
2
0
12 Jan 2021
Deep Open Intent Classification with Adaptive Decision Boundary
AAAI Conference on Artificial Intelligence (AAAI), 2020
Hanlei Zhang
Hua Xu
Ting-En Lin
VLM
467
119
0
18 Dec 2020
Interactive Teaching for Conversational AI
Q. Ping
Fei Niu
Govind Thattai
Joel Chengottusseriyil
Qiaozi Gao
Aishwarya N. Reganti
Prashanth Rajagopal
Gokhan Tur
Dilek Z. Hakkani-Tür
Prem Nataraja
103
6
0
02 Dec 2020
Language Model is All You Need: Natural Language Understanding as Question Answering
Mahdi Namazifar
Alexandros Papangelis
Gokhan Tur
Dilek Z. Hakkani-Tür
126
50
0
05 Nov 2020
Warped Language Models for Noise Robust Language Understanding
Mahdi Namazifar
Gokhan Tur
Dilek Z. Hakkani-Tür
175
8
0
03 Nov 2020
Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings
Findings (Findings), 2020
P. Prakash
Saurabh Kumar Shashidhar
Wenlong Zhao
Subendhu Rongali
Haidar Khan
Michael Kayser
204
5
0
10 Oct 2020
A Co-Interactive Transformer for Joint Slot Filling and Intent Detection
Libo Qin
Tailu Liu
Wanxiang Che
Bingbing Kang
Sendong Zhao
Ting Liu
ViT
224
143
0
08 Oct 2020
Don't Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding
Qile Zhu
Haidar Khan
Saleh Soltan
Stephen Rawls
Wael Hamza
232
26
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08 Oct 2020
MedFilter: Improving Extraction of Task-relevant Utterances from Doctor-Patient Conversations through Integration of Discourse Structure and Ontological Knowledge
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Sopan Khosla
Shikhar Vashishth
J. Lehman
Carolyn Rose
MedIm
174
2
0
05 Oct 2020
Conversational Semantic Parsing
Armen Aghajanyan
Jean Maillard
Akshat Shrivastava
K. Diedrick
Mike Haeger
...
Yashar Mehdad
Ves Stoyanov
Anuj Kumar
M. Lewis
S. Gupta
152
51
0
28 Sep 2020
PIN: A Novel Parallel Interactive Network for Spoken Language Understanding
Peilin Zhou
Zhiqi Huang
Fenglin Liu
Yuexian Zou
129
26
0
28 Sep 2020
Intent Detection with WikiHow
Li Zhang
Qing Lyu
Chris Callison-Burch
AAML
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187
32
0
12 Sep 2020
Sequential Routing Framework: Fully Capsule Network-based Speech Recognition
Computer Speech and Language (CSL), 2020
Kyungmin Lee
Hyunwhan Joe
Hyeon-Seon Lim
Kwangyoun Kim
Sungsoo Kim
C. Han
H. Kim
136
5
0
23 Jul 2020
Accelerating Natural Language Understanding in Task-Oriented Dialog
Ojas Ahuja
Shrey Desai
VLM
119
1
0
05 Jun 2020
A Comparative Study of Lexical Substitution Approaches based on Neural Language Models
N. Arefyev
Boris Sheludko
Alexander Podolskiy
Sergey Petrakov
130
10
0
29 May 2020
Multi-Domain Spoken Language Understanding Using Domain- and Task-Aware Parameterization
Libo Qin
Minheng Ni
Yue Zhang
Wanxiang Che
Yangming Li
Ting Liu
165
14
0
30 Apr 2020
Enriched Pre-trained Transformers for Joint Slot Filling and Intent Detection
Recent Advances in Natural Language Processing (RANLP), 2020
Momchil Hardalov
Ivan Koychev
Preslav Nakov
VLM
176
20
0
30 Apr 2020
Dual Learning for Semi-Supervised Natural Language Understanding
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020
Su Zhu
Ruisheng Cao
Kai Yu
275
36
0
26 Apr 2020
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Zihan Liu
Genta Indra Winata
Peng Xu
Pascale Fung
185
101
0
24 Apr 2020
AGIF: An Adaptive Graph-Interactive Framework for Joint Multiple Intent Detection and Slot Filling
Libo Qin
Xiao Xu
Wanxiang Che
Ting Liu
258
5
0
21 Apr 2020
CG-BERT: Conditional Text Generation with BERT for Generalized Few-shot Intent Detection
Congying Xia
Chenwei Zhang
Hoang Nguyen
Jiawei Zhang
Philip Yu
137
47
0
04 Apr 2020
Parallel Intent and Slot Prediction using MLB Fusion
International Computer Science Conference (ICSC), 2020
Anmol Bhasin
Bharatram S. Natarajan
Gaurav Mathur
Himanshu Mangla
163
10
0
20 Mar 2020
Diversity, Density, and Homogeneity: Quantitative Characteristic Metrics for Text Collections
International Conference on Language Resources and Evaluation (LREC), 2020
Yi-An Lai
Xuan Zhu
Yi Zhang
Mona T. Diab
204
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19 Mar 2020
Transfer Learning for Context-Aware Spoken Language Understanding
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Qian Chen
Zhu Zhuo
Wen Wang
Qiuyun Xu
132
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03 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
146
18
0
05 Feb 2020
Don't Parse, Generate! A Sequence to Sequence Architecture for Task-Oriented Semantic Parsing
The Web Conference (WWW), 2020
Subendhu Rongali
Luca Soldaini
Emilio Monti
Wael Hamza
233
98
0
30 Jan 2020
Improving Slot Filling by Utilizing Contextual Information
Amir Pouran Ben Veyseh
Franck Dernoncourt
Thien Huu Nguyen
144
6
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05 Nov 2019
Iterative Delexicalization for Improved Spoken Language Understanding
Interspeech (Interspeech), 2019
Avik Ray
Yilin Shen
Hongxia Jin
139
8
0
15 Oct 2019
Hierarchical Semantic Correspondence Learning for Post-Discharge Patient Mortality Prediction
Shaika Chowdhury
Chenwei Zhang
Philip S. Yu
Yuan Luo
102
0
0
15 Oct 2019
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
Arshit Gupta
Peng Zhang
Garima Lalwani
Mona T. Diab
129
35
0
18 Sep 2019
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