Cross-Lingual Transfer Learning for Multilingual Task Oriented Dialog

31 October 2018

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

50 / 65 papers shown

Title
The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks Benedikt Ebing Goran Glavaš 32 0 0 15 May 2025
PAD: Towards Efficient Data Generation for Transfer Learning Using Phrase Alignment Jong Myoung Kim Young-Jun_Lee Ho-Jin Choi Sangkeun Jung 63 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 40 0 0 24 Mar 2025
MetaXCR: Reinforcement-Based Meta-Transfer Learning for Cross-Lingual Commonsense Reasoning Jie He Yu Fu OffRL LRM 78 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 242 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 69 3 0 17 Jan 2025
Building Dialogue Understanding Models for Low-resource Language Indonesian from Scratch Donglin Di Weinan Zhang Yue Zhang Fanglin Wang 31 1 0 24 Oct 2024
Does Cross-Cultural Alignment Change the Commonsense Morality of Language Models? Yuu Jinnai 59 1 0 24 Jun 2024
Conformal Intent Classification and Clarification for Fast and Accurate Intent Recognition Floris den Hengst Ralf Wolter Patrick Altmeyer Arda Kaygan 25 2 0 27 Mar 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 40 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 41 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 32 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 34 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 46 4 0 16 May 2023
Novel Intent Detection and Active Learning Based Classification (Student Abstract) Ankan Mullick 6 5 0 22 Feb 2023
Zero and Few-Shot Localization of Task-Oriented Dialogue Agents with a Distilled Representation M. Moradshahi Sina J. Semnani M. Lam 30 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 107 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 45 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 45 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 40 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 44 33 0 25 Oct 2022
Knowledge Transfer from Answer Ranking to Answer Generation Matteo Gabburo Rik Koncel-Kedziorski Siddhant Garg Luca Soldaini Alessandro Moschitti 33 7 0 23 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 36 60 0 14 Sep 2022
Annotated Dataset Creation through General Purpose Language Models for non-English Medical NLP Johann Frei Frank Kramer 29 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 42 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 27 35 0 29 Jun 2022
On Building Spoken Language Understanding Systems for Low Resourced Languages Akshat Gupta 25 8 0 25 May 2022
Cross-Lingual Dialogue Dataset Creation via Outline-Based Generation Olga Majewska E. Razumovskaia Edoardo Ponti Ivan Vulić Anna Korhonen 37 28 0 31 Jan 2022
AllWOZ: Towards Multilingual Task-Oriented Dialog Systems for All Lei Zuo Kun Qian Bowen Yang Zhou Yu 35 14 0 15 Dec 2021
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 50 41 0 14 Oct 2021
Coarse2Fine: Fine-grained Text Classification on Coarsely-grained Annotated Data Dheeraj Mekala Varun Gangal Jingbo Shang AI4TS 40 22 0 22 Sep 2021
DuRecDial 2.0: A Bilingual Parallel Corpus for Conversational Recommendation Zeming Liu Haifeng Wang Zheng-Yu Niu Hua Wu Wanxiang Che 26 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 38 133 0 16 Sep 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data Massimo Nicosia Zhongdi Qu Yasemin Altun 29 26 0 09 Sep 2021
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation Derek Chen Zhou Yu 32 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 34 5 0 03 Sep 2021
Generative Conversational Networks Alexandros Papangelis Karthik Gopalakrishnan Aishwarya Padmakumar Seokhwan Kim Gokhan Tur Dilek Z. Hakkani-Tür 27 18 0 15 Jun 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Joey Tianyi Zhou Diyi Yang 35 172 0 14 Jun 2021
BiToD: A Bilingual Multi-Domain Dataset For Task-Oriented Dialogue Modeling Zhaojiang Lin Andrea Madotto Genta Indra Winata Peng Xu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 32 61 0 05 Jun 2021
Cross-lingual Text Classification with Heterogeneous Graph Neural Network ZiYun Wang Xuan Liu Pei-Yin Yang Shixing Liu Zhisheng Wang 39 32 0 24 May 2021
Improving Cross-Lingual Reading Comprehension with Self-Training Wei Huang Chien-yu Huang Hung-yi Lee LRM 36 1 0 08 May 2021
Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems E. Razumovskaia Goran Glavaš Olga Majewska Edoardo Ponti Anna Korhonen Ivan Vulić 33 32 0 17 Apr 2021
Multilingual and Cross-Lingual Intent Detection from Spoken Data D. Gerz Pei-hao Su Razvan Kusztos Avishek Mondal M. Lis Eshan Singhal N. Mrksic Tsung-Hsien Wen Ivan Vulić 19 35 0 17 Apr 2021
Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling Jitin Krishnan Antonios Anastasopoulos Hemant Purohit Huzefa Rangwala 56 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 23 90 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 21 23 0 01 Jan 2021
Evaluating Cross-Lingual Transfer Learning Approaches in Multilingual Conversational Agent Models Lizhen Tan O. Yu. Golovneva 50 2 0 07 Dec 2020
SLURP: A Spoken Language Understanding Resource Package E. Bastianelli Andrea Vanzo P. Swietojanski Verena Rieser VLM 38 225 0 26 Nov 2020
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey Samuel Louvan Bernardo Magnini 23 107 0 01 Nov 2020