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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
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Libo Qin
Fuxuan Wei
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Medical Dialogue: A Survey of Categories, Methods, Evaluation and Challenges
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17 May 2024
HC
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L: Hybrid and Cooperative Contrastive Learning for Cross-lingual Spoken Language Understanding
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194
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A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU
International Conference on Language Resources and Evaluation (LREC), 2024
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Yutong Yao
Yang Li
Lidia S. Chao
232
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05 May 2024
MIntRec2.0: A Large-scale Benchmark Dataset for Multimodal Intent Recognition and Out-of-scope Detection in Conversations
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Xin Wang
Hua Xu
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Kai Gao
Jianhua Su
jinyue Zhao
Wenrui Li
Yanting Chen
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268
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Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task
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Daichi Guo
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298
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Pro-HAN: A Heterogeneous Graph Attention Network for Profile-Based Spoken Language Understanding
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Dechuan Teng
Chunlin Lu
Xiao Xu
Wanxiang Che
Libo Qin
153
3
0
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JPIS: A Joint Model for Profile-based Intent Detection and Slot Filling with Slot-to-Intent Attention
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Thinh-Le-Gia Pham
Dat Quoc Nguyen
318
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0
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MISCA: A Joint Model for Multiple Intent Detection and Slot Filling with Intent-Slot Co-Attention
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Thinh-Le-Gia Pham
Tran Chi
Dat Quoc Nguyen
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243
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10 Dec 2023
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Bowen Xing
Ivor W. Tsang
226
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Ye Liu
Chenwei Zhang
Tao Zhang
Philip S. Yu
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176
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23 Oct 2023
Intent Detection and Slot Filling for Home Assistants: Dataset and Analysis for Bangla and Sylheti
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Saadat Rezaul Karim
Md Hasan Khan
Md. Mushfiqur Rahman
231
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RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training
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178
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Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond
International Conference on Information and Knowledge Management (CIKM), 2023
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Hongxia Jin
319
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25 Sep 2023
Introducing "Forecast Utterance" for Conversational Data Science
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Slot Induction via Pre-trained Language Model Probing and Multi-level Contrastive Learning
SIGDIAL Conferences (SIGDIAL), 2023
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Philip S. Yu
151
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0
09 Aug 2023
Relational Temporal Graph Reasoning for Dual-task Dialogue Language Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Bowen Xing
Ivor W. Tsang
213
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0
15 Jun 2023
Toward Open-domain Slot Filling via Self-supervised Co-training
The Web Conference (WWW), 2023
A. Mosharrof
Moghis Fereidouni
A.B. Siddique
120
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24 Mar 2023
A Robust Semantic Frame Parsing Pipeline on a New Complex Twitter Dataset
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Hongxia Jin
198
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18 Dec 2022
A Transformer-Based User Satisfaction Prediction for Proactive Interaction Mechanism in DuerOS
International Conference on Information and Knowledge Management (CIKM), 2022
Wei Shen
Xiaonan He
Wei Shen
Xuyun Zhang
Jian Xie
105
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05 Dec 2022
Zero-Shot Learning for Joint Intent and Slot Labeling
Rashmi Gangadharaiah
Balakrishnan Narayanaswamy
VLM
136
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29 Nov 2022
A Scope Sensitive and Result Attentive Model for Multi-Intent Spoken Language Understanding
AAAI Conference on Artificial Intelligence (AAAI), 2022
Lizhi Cheng
Wenmian Yang
Weijia Jia
184
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0
22 Nov 2022
In-game Toxic Language Detection: Shared Task and Attention Residuals
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Yuanzhe Jia
Weixuan Wu
Feiqi Cao
S. Han
293
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Learning Better Intent Representations for Financial Open Intent Classification
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Will Aitken
Xiao-Dan Zhu
Stephen W. Thomas
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Co-guiding Net: Achieving Mutual Guidances between Multiple Intent Detection and Slot Filling via Heterogeneous Semantics-Label Graphs
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Bowen Xing
Ivor W. Tsang
230
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19 Oct 2022
Group is better than individual: Exploiting Label Topologies and Label Relations for Joint Multiple Intent Detection and Slot Filling
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Ivor W. Tsang
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231
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Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling
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Kalpa Gunaratna
Vijay Srinivasan
Akhila Yerukola
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199
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0
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A Unified Framework for Multi-intent Spoken Language Understanding with prompting
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Feifan Song
Lianzhe Huang
Houfeng Wang
112
9
0
07 Oct 2022
From Disfluency Detection to Intent Detection and Slot Filling
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M. Dao
Thinh Hung Truong
Dat Quoc Nguyen
155
3
0
17 Sep 2022
MIntRec: A New Dataset for Multimodal Intent Recognition
ACM Multimedia (ACM MM), 2022
Hanlei Zhang
Huanlin Xu
Xin Eric Wang
Qianrui Zhou
Shaojie Zhao
Jiayan Teng
273
66
0
09 Sep 2022
Multi-grained Label Refinement Network with Dependency Structures for Joint Intent Detection and Slot Filling
Baohang Zhou
Ying Zhang
Xuhui Sui
Kehui Song
Xiaojie Yuan
188
1
0
09 Sep 2022
Entity Aware Syntax Tree Based Data Augmentation for Natural Language Understanding
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Jianbin Cui
Jiangneng Li
Wenge Rong
Noboru Matsuda
173
1
0
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On the cross-lingual transferability of multilingual prototypical models across NLU tasks
Oralie Cattan
Christophe Servan
S. Rosset
145
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Capture Salient Historical Information: A Fast and Accurate Non-Autoregressive Model for Multi-turn Spoken Language Understanding
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Weijia Jia
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235
5
0
24 Jun 2022
Learning with Capsules: A Survey
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Kevin Duarte
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289
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0
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Workflow Discovery from Dialogues in the Low Data Regime
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I. Laradji
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C. Pal
183
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Learning to Classify Open Intent via Soft Labeling and Manifold Mixup
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Zhiwei Jiang
Yafeng Yin
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Qing Gu
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136
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Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss
AAAI Conference on Artificial Intelligence (AAAI), 2022
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Xunliang Cai
Guanglu Wan
Jiansong Chen
Weipeng Zhang
Houfeng Wang
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172
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228
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0
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Bi-directional Joint Neural Networks for Intent Classification and Slot Filling
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Josiah Poon
144
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Learning Multi-Tasks with Inconsistent Labels by using Auxiliary Big Task
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Songcan Chen
181
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LIDSNet: A Lightweight on-device Intent Detection model using Deep Siamese Network
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Yash Saini
128
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160
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Traffic Event Detection as a Slot Filling Problem
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Giannis Bekoulis
Nikos Deligiannis
248
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SLIM: Explicit Slot-Intent Mapping with BERT for Joint Multi-Intent Detection and Slot Filling
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Fengyu Cai
Wanhao Zhou
Fei Mi
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144
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Weijia Jia
Wenmian Yang
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260
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Jun Zhao
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118
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10 Aug 2021
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