MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for
Natural Language Understanding in Task-Oriented Dialogue

MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue

20 December 2022

E. Razumovskaia

Alexandra Birch

Papers citing "MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue"

18 / 18 papers shown

Title
The Zeno's Paradox of `Low-Resource' Languages H. Nigatu A. Tonja Benjamin Rosman Thamar Solorio Monojit Choudhury 135 5 0 28 Oct 2024
Speech-MASSIVE: A Multilingual Speech Dataset for SLU and Beyond Beomseok Lee Ioan Calapodescu Marco Gaido Matteo Negri Laurent Besacier AuLLM 37 3 0 07 Aug 2024
M2QA: Multi-domain Multilingual Question Answering Leon Arne Engländer Hannah Sterz Clifton A. Poth Jonas Pfeiffer Ilia Kuznetsov Iryna Gurevych VLM 40 1 0 01 Jul 2024
Analyzing and Adapting Large Language Models for Few-Shot Multilingual NLU: Are We There Yet? E. Razumovskaia Ivan Vulić Anna Korhonen 43 6 0 04 Mar 2024
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU E. Razumovskaia Goran Glavas Anna Korhonen Ivan Vulić LRM 29 2 0 16 Nov 2023
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems Songbo Hu Han Zhou Moy Yuan Milan Gritta Guchun Zhang Ignacio Iacobacci Anna Korhonen Ivan Vulić 32 3 0 19 Oct 2023
DiagGPT: An LLM-based and Multi-agent Dialogue System with Automatic Topic Management for Flexible Task-Oriented Dialogue Lang Cao LM&MA LLMAG 38 3 0 15 Aug 2023
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog Systems Songbo Hu Han Zhou Mete Hergul Milan Gritta Guchun Zhang Ignacio Iacobacci Ivan Vulić Anna Korhonen 33 10 0 26 Jul 2023
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented Languages Sebastian Ruder J. Clark Alexander Gutkin Mihir Kale Min Ma ... Dan Garrette R. Ingle Melvin Johnson Dmitry Panteleev Partha P. Talukdar ELM 22 38 0 19 May 2023
OpenSLU: A Unified, Modularized, and Extensible Toolkit for Spoken Language Understanding Libo Qin Qiguang Chen Xiao Xu Yunlong Feng Wanxiang Che ELM VLM 22 4 0 17 May 2023
Romanization-based Large-scale Adaptation of Multilingual Language Models Sukannya Purkayastha Sebastian Ruder Jonas Pfeiffer Iryna Gurevych Ivan Vulić 23 13 0 18 Apr 2023
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
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems Bosheng Ding Junjie Hu Lidong Bing Sharifah Aljunied Mahani Shafiq R. Joty Luo Si C. Miao 45 41 0 14 Oct 2021
Visually Grounded Reasoning across Languages and Cultures Fangyu Liu Emanuele Bugliarello E. Ponti Siva Reddy Nigel Collier Desmond Elliott VLM LRM 109 168 0 28 Sep 2021
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking Nikita Moghe Mark Steedman Alexandra Birch 30 13 0 28 Sep 2021
AmericasNLI: Evaluating Zero-shot Natural Language Understanding of Pretrained Multilingual Models in Truly Low-resource Languages Abteen Ebrahimi Manuel Mager Arturo Oncevay Vishrav Chaudhary Luis Chiruzzo ... Graham Neubig Alexis Palmer Rolando A. Coto Solano Ngoc Thang Vu Katharina Kann 109 72 0 18 Apr 2021
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 180 453 0 10 Mar 2020
An Ontology-Based Dialogue Management System for Banking and Finance Dialogue Systems Duygu Altinok 42 44 0 13 Apr 2018