From Masked Language Modeling to Translation: Non-English Auxiliary
Tasks Improve Zero-shot Spoken Language Understanding

From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding

15 May 2021

Rob van der Goot

Aizhan Imankulova

Marija Stepanović

Siti Oryza Khairunnisa

Papers citing "From Masked Language Modeling to Translation: Non-English Auxiliary Tasks Improve Zero-shot Spoken Language Understanding"

12 / 12 papers shown

Title
Findings of the VarDial Evaluation Campaign 2023 Noëmi Aepli Çagri Çöltekin Rob van der Goot T. Jauhiainen Mourhaf Kazzaz Nikola Ljubesic Kai North Barbara Plank Yves Scherrer Marcos Zampieri 19 29 0 31 May 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation Mutian He Philip N. Garner 44 4 0 16 May 2023
A Survey of Corpora for Germanic Low-Resource Languages and Dialects Verena Blaschke Hinrich Schütze Barbara Plank 27 13 0 19 Apr 2023
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue Nikita Moghe E. Razumovskaia Liane Guillou Ivan Vulić Anna Korhonen Alexandra Birch 40 13 0 20 Dec 2022
Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection Models Syrielle Montariol Arij Riabi Djamé Seddah 29 10 0 24 Oct 2022
Language Varieties of Italy: Technology Challenges and Opportunities Alan Ramponi 27 7 0 20 Sep 2022
Skill Extraction from Job Postings using Weak Supervision Mike Zhang Kristian Nørgaard Jensen Rob van der Goot Barbara Plank 42 12 0 16 Sep 2022
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska E. Razumovskaia Edoardo 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 Chenyu You Luo Si Chunyan Miao 45 41 0 14 Oct 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavavs Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 26 32 0 17 Apr 2021
El Volumen Louder Por Favor: Code-switching in Task-oriented Semantic Parsing Arash Einolghozati Abhinav Arora Lorena Sainz-Maza Lecanda Anuj Kumar Sonal Gupta 40 9 0 26 Jan 2021
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models Benjamin Muller Antonis Anastasopoulos Benoît Sagot Djamé Seddah LRM 136 165 0 24 Oct 2020