Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model

5 July 2019

Papers citing "Multi-lingual Intent Detection and Slot Filling in a Joint BERT-based Model"

30 / 30 papers shown

Title
New Semantic Task for the French Spoken Language Understanding MEDIA Benchmark Nadege Alavoine G. Laperriere Christophe Servan Sahar Ghannay Sophie Rosset VLM 37 0 0 28 Mar 2024
A Survey of the Evolution of Language Model-Based Dialogue Systems Hongru Wang Lingzhi Wang Yiming Du Liang Chen Jing Zhou Yufei Wang Kam-Fai Wong LRM 67 21 0 28 Nov 2023
Spoken Language Understanding for Conversational AI: Recent Advances and Future Direction S. Han Siqu Long H. Weld Josiah Poon 6 1 0 21 Dec 2022
Towards Relation Extraction From Speech Tongtong Wu Guitao Wang Jinming Zhao Zhaoran Liu Guilin Qi Yuan-Fang Li Gholamreza Haffari 37 11 0 17 Oct 2022
Multilingual Extraction and Categorization of Lexical Collocations with Graph-aware Transformers Luis Espinosa-Anke A. Shvets Alireza Mohammadshahi James Henderson Leo Wanner 25 4 0 23 May 2022
Cross-lingual Lifelong Learning Meryem M'hamdi Xiang Ren Jonathan May CLL 40 8 0 23 May 2022
Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss Yantao Gong Cao Liu Fan Yang Xunliang Cai Guanglu Wan Jiansong Chen Weipeng Zhang Houfeng Wang UQCV 19 2 0 17 Mar 2022
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska E. Razumovskaia E. Ponti Ivan Vulić Anna Korhonen 32 28 0 31 Jan 2022
Controllable Response Generation for Assistive Use-cases Shachi H. Kumar Hsuan Su R. Manuvinakurike Saurav Sahay L. Nachman 27 1 0 04 Dec 2021
A Review of Dialogue Systems: From Trained Monkeys to Stochastic Parrots Atharv Singh Patlan Shiven Tripathi S. Korde OffRL 8 2 0 02 Nov 2021
Exploring Teacher-Student Learning Approach for Multi-lingual Speech-to-Intent Classification Bidisha Sharma Maulik C. Madhavi Xuehao Zhou Haizhou Li 23 2 0 28 Sep 2021
Reinforced Natural Language Interfaces via Entropy Decomposition Xiaoran Wu Yipeng Kang LLMAG 30 0 0 23 Sep 2021
Transfer Learning for Multi-lingual Tasks -- a Survey A. Jafari Behnam Heidary R. Farahbakhsh Mostafa Salehi Mahdi Jalili LRM 29 5 0 28 Aug 2021
CONDA: a CONtextual Dual-Annotated dataset for in-game toxicity understanding and detection H. Weld Guanghao Huang Jean Lee Tongshu Zhang Kunze Wang Xinghong Guo Siqu Long Josiah Poon S. Han 11 18 0 11 Jun 2021
From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding Rob van der Goot Ibrahim Sharaf Aizhan Imankulova Ahmet Üstün Marija Stepanović Alan Ramponi Siti Oryza Khairunnisa Mamoru Komachi Barbara Plank 17 49 0 15 May 2021
X-METRA-ADA: Cross-lingual Meta-Transfer Learning Adaptation to Natural Language Understanding and Question Answering Meryem M'hamdi Doo Soon Kim Franck Dernoncourt Trung Bui Xiang Ren Jonathan May 22 20 0 20 Apr 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska E. Ponti Anna Korhonen Ivan Vulić 26 32 0 17 Apr 2021
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers Libo Qin Tianbao Xie Wanxiang Che Ting Liu VLM 23 89 0 04 Mar 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 9 1 0 20 Jan 2021
Cross-lingual Machine Reading Comprehension with Language Branch Knowledge Distillation Junhao Liu Linjun Shou J. Pei Ming Gong Min Yang Daxin Jiang 26 13 0 27 Oct 2020
Example-Driven Intent Prediction with Observers Shikib Mehri Mihail Eric 28 39 0 17 Oct 2020
Compressing Transformer-Based Semantic Parsing Models using Compositional Code Embeddings P. Prakash Saurabh Kumar Shashidhar Wenlong Zhao Subendhu Rongali Haidar Khan Michael Kayser 17 5 0 10 Oct 2020
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
MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark Haoran Li Abhinav Arora Shuohui Chen Anchit Gupta Sonal Gupta Yashar Mehdad 37 171 0 21 Aug 2020
Automatic Discovery of Novel Intents & Domains from Text Utterances Nikhita Vedula Rahul Gupta Aman Alok Mukund Sridhar 28 12 0 22 May 2020
Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension Fei Yuan Linjun Shou X. Bai Ming Gong Yaobo Liang Nan Duan Yan Fu Daxin Jiang 14 23 0 29 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 13 16 0 22 Apr 2020
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 29 173 0 17 Mar 2020
Almawave-SLU: A new dataset for SLU in Italian Valentina Bellomaria Giuseppe Castellucci Andrea Favalli Raniero Romagnoli 15 29 0 17 Jul 2019