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

v1v2v3 (latest)

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

Journal of Artificial Intelligence Research (JAIR), 2021

17 April 2021

E. Razumovskaia

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

16 / 16 papers shown

Title
SpeechTaxi: On Multilingual Semantic Speech Classification Lennart Keller Goran Glavaš 268 6 0 10 Sep 2024
HC $^2$ L: Hybrid and Cooperative Contrastive Learning for Cross-lingual Spoken Language UnderstandingIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2024 Bowen Xing Ivor W. Tsang VLM 173 1 0 10 May 2024
IndoToD: A Multi-Domain Indonesian Benchmark For End-to-End Task-Oriented Dialogue Systems Muhammad Dehan Al Kautsar Rahmah Khoirussyifa' Nurdini Samuel Cahyawijaya Genta Indra Winata Ayu Purwarianti 191 2 0 02 Nov 2023
I $^2$ KD-SLU: An Intra-Inter Knowledge Distillation Framework for Zero-Shot Cross-Lingual Spoken Language UnderstandingInternational Conference on Artificial Neural Networks (ICANN), 2023 Tianjun Mao Chenghong Zhang VLM 258 0 0 04 Oct 2023
Multi3WOZ: A Multilingual, Multi-Domain, Multi-Parallel Dataset for Training and Evaluating Culturally Adapted Task-Oriented Dialog SystemsTransactions of the Association for Computational Linguistics (TACL), 2023 Songbo Hu Han Zhou Mete Hergul Milan Gritta Guchun Zhang Ignacio Iacobacci Ivan Vulić Anna Korhonen 239 15 0 26 Jul 2023
Transfer-Free Data-Efficient Multilingual Slot LabelingConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 E. Razumovskaia Ivan Vulić Anna Korhonen 236 4 0 22 May 2023
Elastic Weight Removal for Faithful and Abstractive Dialogue GenerationNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Nico Daheim Nouha Dziri Mrinmaya Sachan Iryna Gurevych Edoardo Ponti MoMe 229 32 0 30 Mar 2023
MULTI3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented DialogueAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Nikita Moghe E. Razumovskaia Liane Guillou Ivan Vulić Anna Korhonen Alexandra Birch 230 17 0 20 Dec 2022
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue SystemsInternational Conference on Language Resources and Evaluation (LREC), 2022 Songbo Hu Ivan Vulić Fangyu Liu Anna Korhonen 232 0 0 07 Nov 2022
The Devil is in the Details: On Models and Training Regimes for Few-Shot Intent ClassificationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2022 Mohsen Mesgar Thy Thy Tran Goran Glavaš Iryna Gurevych 202 3 0 12 Oct 2022
MDIA: A Benchmark for Multilingual Dialogue Generation in 46 Languages Qingyuan Zhang Xiaoyu Shen Ernie Chang Jidong Ge Peng-Jen Chen 153 15 0 27 Aug 2022
Geographic Adaptation of Pretrained Language ModelsTransactions of the Association for Computational Linguistics (TACL), 2022 Valentin Hofmann Goran Glavaš Nikola Ljubevsić J. Pierrehumbert Hinrich Schütze VLM 321 21 0 16 Mar 2022
Cross-Lingual Dialogue Dataset Creation via Outline-Based GenerationTransactions of the Association for Computational Linguistics (TACL), 2022 Olga Majewska E. Razumovskaia Edoardo Ponti Ivan Vulić Anna Korhonen 235 29 0 31 Jan 2022
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU Models Alexey Birshert Ekaterina Artemova 144 2 0 29 Sep 2021
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse LanguagesTransactions of the Association for Computational Linguistics (TACL), 2020 J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 536 683 0 10 Mar 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 590 549 0 10 Mar 2020