Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems

DOI10.1613/jair.1.13083OpenAlexW3166631396MaRDI QIDQ5094076

Anna Korhonen, Ivan Vulić, Evgeniia Razumovskaia, Olga Majewska, Goran Glavaš, Edoardo M. Ponti

Publication date: 2 August 2022

Published in: Journal of Artificial Intelligence Research (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2104.08570

zbMATH Keywords

natural languagemachine learningdialog processing

Mathematics Subject Classification ID

Artificial intelligence (68Txx)

Uses Software

• Adam
• Tensor2Tensor
• GluonNLP
• SQuAD
• BERT
• TextAttack
• XTREME
• GluonCV
• SLURP
• MultiWOZ
• MLS
• GLUECoS
• Glottolog
• ConveRT
• ToD-BERT
• DialoGPT
• Longformer
• mT5

Cites Work

• MLS
• The German Vorfeld and local coherence
• ConveRT
• ToD-BERT
• DialoGPT
• YAG: A TEMPLATE-BASED TEXT REALIZATION SYSTEM FOR DIALOG
• Training a Multilingual Sportscaster: Using Perceptual Context to Learn Language
• Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation
• A Survey of Cross-lingual Word Embedding Models
• Unnamed Item

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