Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling

13 March 2021

Jitin Krishnan

Antonios Anastasopoulos

Hemant Purohit

Huzefa Rangwala

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Papers citing "Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling"

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A kinetic-based regularization method for data science applications Abhisek Ganguly Alessandro Gabbana Vybhav Rao Sauro Succi Santosh Ansumali 41 0 0 06 Mar 2025
Unraveling Code-Mixing Patterns in Migration Discourse: Automated Detection and Analysis of Online Conversations on Reddit Fedor Vitiugin Sunok Lee Henna Paakki Anastasiia Chizhikova Nitin Sawhney 27 1 0 12 Jun 2024
Code-Mixed Probes Show How Pre-Trained Models Generalise On Code-Switched Text Frances Adriana Laureano De Leon Harish Tayyar Madabushi Mark Lee 21 3 0 07 Mar 2024
Improving Cross-lingual Representation for Semantic Retrieval with Code-switching M. Maimaiti Yuanhang Zheng Ji Zhang Fei Huang Yue Zhang Wenpei Luo Kaiyu Huang LRM 23 0 0 03 Mar 2024
LLaMA Beyond English: An Empirical Study on Language Capability Transfer Jun Zhao Zhihao Zhang Luhui Gao Qi Zhang Tao Gui Xuanjing Huang ELM 28 65 0 02 Jan 2024
SentMix-3L: A Bangla-English-Hindi Code-Mixed Dataset for Sentiment Analysis Md. Nishat Raihan Dhiman Goswami Antara Mahmud Antonios Anstasopoulos Marcos Zampieri 17 10 0 27 Oct 2023
Self-Augmentation Improves Zero-Shot Cross-Lingual Transfer Fei Wang Kuan-Hao Huang Kai-Wei Chang Muhao Chen 13 4 0 19 Sep 2023
Mixed-Distil-BERT: Code-mixed Language Modeling for Bangla, English, and Hindi Md. Nishat Raihan Dhiman Goswami Antara Mahmud 40 1 0 19 Sep 2023
Contextual Label Projection for Cross-Lingual Structured Prediction Tanmay Parekh I-Hung Hsu Kuan-Hao Huang Kai-Wei Chang Nanyun Peng 24 4 0 16 Sep 2023
Transfer-Free Data-Efficient Multilingual Slot Labeling E. Razumovskaia Ivan Vulić Anna Korhonen 22 2 0 22 May 2023
Automatic Identification of Motivation for Code-Switching in Speech Transcripts Ritu Belani Jeffrey Flanigan 10 0 0 30 Nov 2022
Language Agnostic Code-Mixing Data Augmentation by Predicting Linguistic Patterns Shuyue Stella Li Kenton W. Murray 21 3 0 14 Nov 2022
Multilingual Multimodality: A Taxonomical Survey of Datasets, Techniques, Challenges and Opportunities Khyathi Raghavi Chandu A. Geramifard 26 3 0 30 Oct 2022
Multilingual Relation Classification via Efficient and Effective Prompting Yuxuan Chen David Harbecke Leonhard Hennig LRM 19 11 0 25 Oct 2022
EntityCS: Improving Zero-Shot Cross-lingual Transfer with Entity-Centric Code Switching Chenxi Whitehouse Fenia Christopoulou Ignacio Iacobacci 29 9 0 22 Oct 2022
ViWOZ: A Multi-Domain Task-Oriented Dialogue Systems Dataset For Low-resource Language Phi Nguyen Van Tung Cao Hoang Dũng Nguyễn Mạnh Q. Minh Long Tran Quoc 8 2 0 15 Mar 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
NATURE: Natural Auxiliary Text Utterances for Realistic Spoken Language Evaluation David Alfonso-Hermelo Ahmad Rashid Abbas Ghaddar Huawei Noah’s Mehdi Rezagholizadeh 29 2 0 09 Nov 2021
Call Larisa Ivanovna: Code-Switching Fools Multilingual NLU Models Alexey Birshert Ekaterina Artemova 27 2 0 29 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
DICT-MLM: Improved Multilingual Pre-Training using Bilingual Dictionaries Aditi Chaudhary K. Raman Krishna Srinivasan Jiecao Chen 27 24 0 23 Oct 2020
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 165 1,634 0 11 Oct 2017
Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text Ameya Prabhu Aditya Joshi Manish Shrivastava Vasudeva Varma 26 188 0 02 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,724 0 26 Sep 2016
Adversarial Deep Averaging Networks for Cross-Lingual Sentiment Classification Xilun Chen Yu Sun Ben Athiwaratkun Claire Cardie Kilian Q. Weinberger 217 315 0 06 Jun 2016