Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog

20 May 2022

Chia-Chien Hung

Anne Lauscher

Ivan Vulić

Simone Paolo Ponzetto

Goran Glavavs

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Papers citing "Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog"

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Title
clem:todd: A Framework for the Systematic Benchmarking of LLM-Based Task-Oriented Dialogue System Realisations Chalamalasetti Kranti Sherzod Hakimov David Schlangen LLMAG 38 0 0 08 May 2025
KwaiChat: A Large-Scale Video-Driven Multilingual Mixed-Type Dialogue Corpus Xiaoming Shi Zeming Liu Yiming Lei Chenkai Zhang Haitao Leng ... Qingjie Liu Wanxiang Che Shaoguo Liu Size Li Y. Wang 52 1 0 10 Mar 2025
ANHALTEN: Cross-Lingual Transfer for German Token-Level Reference-Free Hallucination Detection Janek Herrlein Chia-Chien Hung Goran Glavavs HILM 28 1 0 18 Jul 2024
Benchmarks Underestimate the Readiness of Multi-lingual Dialogue Agents Andrew H. Lee Sina J. Semnani Galo Castillo-López Gaël de Chalendar Monojit Choudhury ... Jiwon Seo Tianhao Shen Manish Shrivastava Deyi Xiong Monica S. Lam 29 0 0 28 May 2024
Advanced Natural-based interaction for the ITAlian language: LLaMAntino-3-ANITA Marco Polignano Pierpaolo Basile Giovanni Semeraro 21 18 0 11 May 2024
Fairness in Large Language Models: A Taxonomic Survey Zhibo Chu Zichong Wang Wenbin Zhang AILaw 41 32 0 31 Mar 2024
JMultiWOZ: A Large-Scale Japanese Multi-Domain Task-Oriented Dialogue Dataset Atsumoto Ohashi Ryutaro Hirai Shinya Iizuka Ryuichiro Higashinaka 43 1 0 26 Mar 2024
LUCID: LLM-Generated Utterances for Complex and Interesting Dialogues Joe Stacey Jianpeng Cheng John Torr Tristan Guigue Joris Driesen Alexandru Coca Mark Gaynor Anders Johannsen 25 3 0 01 Mar 2024
What is "Typological Diversity" in NLP? Esther Ploeger Wessel Poelman Miryam de Lhoneux Johannes Bjerva 22 2 0 06 Feb 2024
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU E. Razumovskaia Goran Glavas Anna Korhonen Ivan Vulić LRM 24 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 23 3 0 19 Oct 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 24 10 0 26 Jul 2023
X-RiSAWOZ: High-Quality End-to-End Multilingual Dialogue Datasets and Few-shot Agents M. Moradshahi Tianhao Shen Kalika Bali Monojit Choudhury Gaël de Chalendar ... Michael Sun Aditya Yadavalli Chaobin You Deyi Xiong M. Lam 16 8 0 30 Jun 2023
TADA: Efficient Task-Agnostic Domain Adaptation for Transformers Chia-Chien Hung Lukas Lange Jannik Strötgen 12 9 0 22 May 2023
Are LLMs All You Need for Task-Oriented Dialogue? Vojtvech Hudevcek Ondrej Dusek 16 55 0 13 Apr 2023
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning Lifu Tu Jin Qu Semih Yavuz Shafiq R. Joty Wenhao Liu Caiming Xiong Yingbo Zhou 13 7 0 03 Apr 2023
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation M. Moradshahi Sina J. Semnani M. Lam 21 7 0 18 Feb 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 19 13 0 20 Dec 2022
Extrinsic Evaluation of Machine Translation Metrics Nikita Moghe Tom Sherborne Mark Steedman Alexandra Birch ELM 18 17 0 20 Dec 2022
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation Yinpei Dai Wanwei He Bowen Li Yuchuan Wu Zhen Cao Zhongqi An Jian Sun Yongbin Li ELM ALM 39 12 0 21 Nov 2022
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages Paul Röttger Debora Nozza Federico Bianchi Dirk Hovy 18 10 0 20 Oct 2022
Can Demographic Factors Improve Text Classification? Revisiting Demographic Adaptation in the Age of Transformers Chia-Chien Hung Anne Lauscher Dirk Hovy Simone Paolo Ponzetto Goran Glavavs VLM AI4CE 25 14 0 13 Oct 2022
The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent Classification Mohsen Mesgar Thy Thy Tran Goran Glavas Iryna Gurevych 6 3 0 12 Oct 2022
On the Limitations of Sociodemographic Adaptation with Transformers Chia-Chien Hung Anne Lauscher Dirk Hovy Simone Paolo Ponzetto Goran Glavavs 14 0 0 01 Aug 2022
ZusammenQA: Data Augmentation with Specialized Models for Cross-lingual Open-retrieval Question Answering System Chia-Chien Hung Tommaso Green Robert Litschko Tornike Tsereteli Sotaro Takeshita Marco Bombieri Goran Glavavs Simone Paolo Ponzetto RALM LRM 9 2 0 30 May 2022
Parameter-Efficient Neural Reranking for Cross-Lingual and Multilingual Retrieval Robert Litschko Ivan Vulić Goran Glavavs LRM 19 13 0 05 Apr 2022
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska E. Razumovskaia E. Ponti Ivan Vulić Anna Korhonen 30 28 0 31 Jan 2022
Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues M. Moradshahi Victoria Tsai Giovanni Campagna M. Lam 6 16 0 04 Nov 2021
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 37 41 0 14 Oct 2021
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking Nikita Moghe Mark Steedman Alexandra Birch 25 13 0 28 Sep 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 13 32 0 17 Apr 2021