Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog

31 October 2018

Papers citing "Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog"

48 / 48 papers shown

Title
PAD: Towards Efficient Data Generation for Transfer Learning Using Phrase Alignment Jong Myoung Kim Young-Jun_Lee Ho-Jin Choi Sangkeun Jung 58 0 0 24 Mar 2025
LANGALIGN: Enhancing Non-English Language Models via Cross-Lingual Embedding Alignment Jong Myoung Kim Young-Jun Lee Ho-Jin Choi Sangkeun Jung 35 0 0 24 Mar 2025
MetaXCR: Reinforcement-Based Meta-Transfer Learning for Cross-Lingual Commonsense Reasoning Jie He Yu Fu OffRL LRM 60 2 0 09 Mar 2025
Beyond English: Evaluating Automated Measurement of Moral Foundations in Non-English Discourse with a Chinese Case Study Calvin Cheng Scott A. Hale 141 0 0 04 Feb 2025
PsyDI: Towards a Personalized and Progressively In-depth Chatbot for Psychological Measurements Xueyan Li Xinyan Chen Yazhe Niu Shuai Hu Yu Liu OffRL 62 3 0 17 Jan 2025
Does Cross-Cultural Alignment Change the Commonsense Morality of Language Models? Yuu Jinnai 49 1 0 24 Jun 2024
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 28 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 28 10 0 26 Jul 2023
Cross-Lingual Transfer Learning for Phrase Break Prediction with Multilingual Language Model Hoyeon Lee Hyun-Wook Yoon Jong-Hwan Kim Jae-Min Kim VLM 13 0 0 05 Jun 2023
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
TAPIR: Learning Adaptive Revision for Incremental Natural Language Understanding with a Two-Pass Model Patrick Kahardipraja Brielen Madureira David Schlangen CLL 26 9 0 18 May 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation Mutian He Philip N. Garner 36 4 0 16 May 2023
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation M. Moradshahi Sina J. Semnani M. Lam 24 7 0 18 Feb 2023
Distillation of encoder-decoder transformers for sequence labelling M. Farina D. Pappadopulo Anant Gupta Leslie Huang Ozan Irsoy Thamar Solorio VLM 103 3 0 10 Feb 2023
Exploring Methods for Building Dialects-Mandarin Code-Mixing Corpora: A Case Study in Taiwanese Hokkien Sin-En Lu Bo-Han Lu Chaohong Lu Richard Tzong-Han Tsai 25 5 0 21 Jan 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 32 13 0 20 Dec 2022
Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text Qianhui Wu Huiqiang Jiang Haonan Yin Börje F. Karlsson Chin-Yew Lin 19 10 0 21 Nov 2022
Weakly Supervised Data Augmentation Through Prompting for Dialogue Understanding Maximillian Chen Alexandros Papangelis Chenyang Tao Andrew Rosenbaum Seokhwan Kim Yang Liu Zhou Yu Dilek Z. Hakkani-Tür 39 32 0 25 Oct 2022
SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation Wanwei He Yinpei Dai Min Yang Jian Sun Fei Huang Luo Si Yongbin Li 17 60 0 14 Sep 2022
Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLP Johann Frei Frank Kramer 21 1 0 30 Aug 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception Keenan I. Jones Enes ALTUNCU V. N. Franqueira Yi-Chia Wang Shujun Li DeLMO 34 3 0 11 Aug 2022
STOP: A dataset for Spoken Task Oriented Semantic Parsing Paden Tomasello Akshat Shrivastava Daniel Lazar Po-Chun Hsu Duc Le ... Robin Algayres Tu Nguyen Emmanuel Dupoux Luke Zettlemoyer Abdel-rahman Mohamed 17 35 0 29 Jun 2022
On Building Spoken Language Understanding Systems for Low Resourced Languages Akshat Gupta 17 8 0 25 May 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
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 43 41 0 14 Oct 2021
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data Dheeraj Mekala Varun Gangal Jingbo Shang AI4TS 27 22 0 22 Sep 2021
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation Zeming Liu Haifeng Wang Zheng-Yu Niu Hua-Hong Wu Wanxiang Che 13 56 0 18 Sep 2021
Language Models are Few-shot Multilingual Learners Genta Indra Winata Andrea Madotto Zhaojiang Lin Rosanne Liu J. Yosinski Pascale Fung ELM LRM 33 132 0 16 Sep 2021
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation Derek Chen Zhou Yu 19 31 0 07 Sep 2021
Learning from Multiple Noisy Augmented Data Sets for Better Cross-Lingual Spoken Language Understanding Yingmei Guo Linjun Shou J. Pei Ming Gong Mingxing Xu Zhiyong Wu Daxin Jiang 24 5 0 03 Sep 2021
Generative Conversational Networks Alexandros Papangelis Karthik Gopalakrishnan Aishwarya Padmakumar Seokhwan Kim Gökhan Tür Dilek Z. Hakkani-Tür 19 18 0 15 Jun 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Mohit Bansal Diyi Yang 26 172 0 14 Jun 2021
Improving Cross-Lingual Reading Comprehension with Self-Training Wei Huang Chien-yu Huang Hung-yi Lee LRM 22 1 0 08 May 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling Jitin Krishnan Antonios Anastasopoulos Hemant Purohit Huzefa Rangwala 43 41 0 13 Mar 2021
A Survey on Spoken Language Understanding: Recent Advances and New Frontiers Libo Qin Tianbao Xie Wanxiang Che Ting Liu VLM 21 89 0 04 Mar 2021
Intent Classification and Slot Filling for Privacy Policies Wasi Uddin Ahmad Jianfeng Chi Tu Le Thomas B. Norton Yuan Tian Kai-Wei Chang 13 23 0 01 Jan 2021
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models Lizhen Tan O. Yu. Golovneva 40 2 0 07 Dec 2020
Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study Saurabh Kulshreshtha José Luis Redondo García Ching-Yun Chang 22 46 0 29 Sep 2020
Learning Knowledge Bases with Parameters for Task-Oriented Dialogue Systems Andrea Madotto Samuel Cahyawijaya Genta Indra Winata Yan Xu Zihan Liu Zhaojiang Lin Pascale Fung 34 59 0 28 Sep 2020
Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification Xin Luna Dong Yaxin Zhu Yupeng Zhang Zuohui Fu Dongkuan Xu Sen Yang Gerard de Melo VLM 27 30 0 29 Jul 2020
CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP Libo Qin Minheng Ni Yue Zhang Wanxiang Che 30 149 0 11 Jun 2020
A Survey on Transfer Learning in Natural Language Processing Zaid Alyafeai Maged S. Alshaibani Irfan Ahmad 22 72 0 31 May 2020
XPersona: Evaluating Multilingual Personalized Chatbot Zhaojiang Lin Zihan Liu Genta Indra Winata Samuel Cahyawijaya Andrea Madotto Yejin Bang Etsuko Ishii Pascale Fung 40 57 0 17 Mar 2020
Attention-Informed Mixed-Language Training for Zero-shot Cross-lingual Task-oriented Dialogue Systems Zihan Liu Genta Indra Winata Zhaojiang Lin Peng-Tao Xu Pascale Fung 15 98 0 21 Nov 2019
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables Zihan Liu Jamin Shin Yan Xu Genta Indra Winata Peng-Tao Xu Andrea Madotto Pascale Fung 19 69 0 11 Nov 2019
Out-of-domain Detection for Natural Language Understanding in Dialog Systems Yinhe Zheng Guanyi Chen Minlie Huang 18 121 0 09 Sep 2019
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 169 1,635 0 11 Oct 2017
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 216 7,923 0 17 Aug 2015