Multilingual and Cross-Lingual Intent Detection from Spoken Data

17 April 2021

Papers citing "Multilingual and Cross-Lingual Intent Detection from Spoken Data"

33 / 33 papers shown

Title
FinMTEB: Finance Massive Text Embedding Benchmark Yixuan Tang Yi Yang AIFin 131 1 0 16 Feb 2025
Do We Need Domain-Specific Embedding Models? An Empirical Investigation Yixuan Tang Yi Yang AIFin 145 5 0 27 Sep 2024
Modelling Latent Translations for Cross-Lingual Transfer Edoardo Ponti Julia Kreutzer Ivan Vulić Siva Reddy 52 18 0 23 Jul 2021
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 44 23 0 21 Jan 2021
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 289 299 0 23 Oct 2020
Massively Multilingual ASR: 50 Languages, 1 Model, 1 Billion Parameters Vineel Pratap Anuroop Sriram Paden Tomasello Awni Y. Hannun Vitaliy Liptchinsky Gabriel Synnaeve R. Collobert 65 144 0 06 Jul 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 149 905 0 03 Jul 2020
Unsupervised Cross-lingual Representation Learning for Speech Recognition Alexis Conneau Alexei Baevski R. Collobert Abdel-rahman Mohamed Michael Auli SSL 132 778 0 24 Jun 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 61 320 0 01 May 2020
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU Weijia Xu Batool Haider Saab Mansour 26 152 0 29 Apr 2020
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation Nils Reimers Iryna Gurevych 94 1,021 0 21 Apr 2020
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 161 970 0 24 Mar 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 332 470 0 10 Mar 2020
ConveRT: Efficient and Accurate Conversational Representations from Transformers Matthew Henderson I. Casanueva Nikola Mrkvsić Pei-hao Su Tsung-Hsien Ivan Vulić 73 197 0 09 Nov 2019
Towards Scalable Multi-domain Conversational Agents: The Schema-Guided Dialogue Dataset Abhinav Rastogi Xiaoxue Zang Srinivas Sunkara Raghav Gupta Pranav Khaitan 72 610 0 12 Sep 2019
Show Your Work: Improved Reporting of Experimental Results Jesse Dodge Suchin Gururangan Dallas Card Roy Schwartz Noah A. Smith 72 255 0 06 Sep 2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction Stefan Larson Anish Mahendran Joseph Peper Christopher Clarke Andrew Lee ... Jonathan K. Kummerfeld Kevin Leach M. Laurenzano Lingjia Tang Jason Mars 92 528 0 04 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.1K 12,129 0 27 Aug 2019
Almawave-SLU: A new dataset for SLU in Italian Valentina Bellomaria Giuseppe Castellucci Andrea Favalli Raniero Romagnoli 55 29 0 17 Jul 2019
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang Daniel Cer Amin Ahmad Mandy Guo Jax Law ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 3DV 67 477 0 09 Jul 2019
Training Neural Response Selection for Task-Oriented Dialogue Systems Matthew Henderson Ivan Vulić D. Gerz I. Casanueva Paweł Budzianowski Sam Coope Georgios P. Spithourakis Tsung-Hsien Wen N. Mrksic Pei-hao Su 41 111 0 04 Jun 2019
Benchmarking Natural Language Understanding Services for building Conversational Agents Xingkun Liu Arash Eshghi P. Swietojanski Verena Rieser ELM 46 257 0 13 Mar 2019
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax Yinfei Yang Gustavo Hernández Ábrego Steve Yuan Mandy Guo Qinlan Shen Daniel Cer Yun-hsuan Sung B. Strope R. Kurzweil 68 116 0 22 Feb 2019
Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao AI4CE 121 1,270 0 31 Jan 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 73 2,735 0 22 Jan 2019
Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks Jason Phang Thibault Févry Samuel R. Bowman 85 468 0 02 Nov 2018
Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog Sebastian Schuster S. Gupta Rushin Shah M. Lewis 71 286 0 31 Oct 2018
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model Muthuraman Chidambaram Yinfei Yang Daniel Cer Steve Yuan Yun-hsuan Sung B. Strope R. Kurzweil SSL 55 124 0 30 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.6K 94,511 0 11 Oct 2018
Modeling Language Variation and Universals: A Survey on Typological Linguistics for Natural Language Processing Edoardo Ponti Helen O'Horan Yevgeni Berzak Ivan Vulić Roi Reichart Thierry Poibeau Ekaterina Shutova Anna Korhonen 49 140 0 02 Jul 2018
Snips Voice Platform: an embedded Spoken Language Understanding system for private-by-design voice interfaces A. Coucke Alaa Saade Adrien Ball Théodore Bluche A. Caulier ... Thibault Gisselbrecht F. Caltagirone Thibaut Lavril Maël Primet Joseph Dureau SyDa 110 822 0 25 May 2018
A Network-based End-to-End Trainable Task-oriented Dialogue System Tsung-Hsien Wen David Vandyke N. Mrksic Milica Gasic L. Rojas-Barahona Pei-hao Su Stefan Ultes S. Young 64 1,108 0 15 Apr 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.5K 149,842 0 22 Dec 2014