The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges

19 December 2022

Papers citing "The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges"

50 / 141 papers shown

Title
Mechanistic Understanding and Mitigation of Language Confusion in English-Centric Large Language Models Ercong Nie Helmut Schmid Hinrich Schutze 21 0 0 22 May 2025
MetaMetrics: Calibrating Metrics For Generation Tasks Using Human Preferences Genta Indra Winata David Anugraha Lucky Susanto Garry Kuwanto Derry Wijaya 64 9 0 03 Oct 2024
Understanding and Mitigating Language Confusion in LLMs Kelly Marchisio Wei-Yin Ko Alexandre Berard Théo Dehaze Sebastian Ruder 72 27 0 28 Jun 2024
IndoRobusta: Towards Robustness Against Diverse Code-Mixed Indonesian Local Languages Muhammad Farid Adilazuarda Samuel Cahyawijaya Genta Indra Winata Pascale Fung Ayu Purwarianti 58 12 0 21 Nov 2023
Prompting Multilingual Large Language Models to Generate Code-Mixed Texts: The Case of South East Asian Languages Zheng-Xin Yong Ruochen Zhang Jessica Zosa Forde Skyler Wang Arjun Subramonian ... Yinghua Tan Long Phan Rowena Garcia Thamar Solorio Alham Fikri Aji LRM 65 49 0 23 Mar 2023
A Survey of Code-switching: Linguistic and Social Perspectives for Language Technologies A. Seza Doğruöz Sunayana Sitaram Barbara E. Bullock Almeida Jacqueline Toribio 88 76 0 05 Jan 2023
Robust Speech Recognition via Large-Scale Weak Supervision Alec Radford Jong Wook Kim Tao Xu Greg Brockman C. McLeavey Ilya Sutskever OffRL 97 3,515 0 06 Dec 2022
Benchmarking Evaluation Metrics for Code-Switching Automatic Speech Recognition Injy Hamed A. Hussein Oumnia Chellah Shammur A. Chowdhury Hamdy Mubarak Sunayana Sitaram Nizar Habash Ahmed M. Ali 48 6 0 22 Nov 2022
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 247 2,348 0 09 Nov 2022
MultiCoNER: A Large-scale Multilingual dataset for Complex Named Entity Recognition S. Malmasi Anjie Fang B. Fetahu Sudipta Kar Oleg Rokhlenko 53 69 0 30 Aug 2022
Language-specific Characteristic Assistance for Code-switching Speech Recognition Tongtong Song Qiang Xu Meng Ge Longbiao Wang Hao Shi Yongjie Lv Yuqin Lin Jianwu Dang 18 26 0 29 Jun 2022
TALCS: An Open-Source Mandarin-English Code-Switching Corpus and a Speech Recognition Baseline Chengfei Li Shuhao Deng Yaoping Wang Guangjing Wang Y. Gong Changbin Chen Jinfeng Bai 53 16 0 27 Jun 2022
CMNEROne at SemEval-2022 Task 11: Code-Mixed Named Entity Recognition by leveraging multilingual data Suman Dowlagar R. Mamidi 31 6 0 15 Jun 2022
Borrowing or Codeswitching? Annotating for Finer-Grained Distinctions in Language Mixing Elena Álvarez Mellado Constantine Lignos 34 5 0 10 Jun 2022
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models Aarohi Srivastava Abhinav Rastogi Abhishek Rao Abu Awal Md Shoeb Abubakar Abid ... Zhuoye Zhao Zijian Wang Zijie J. Wang Zirui Wang Ziyi Wu ELM 51 1,726 0 09 Jun 2022
LAE: Language-Aware Encoder for Monolingual and Multilingual ASR Jinchuan Tian Jianwei Yu Chunlei Zhang Chao Weng Yuexian Zou Dong Yu AuLLM 27 25 0 05 Jun 2022
Zero-shot Code-Mixed Offensive Span Identification through Rationale Extraction Manikandan Ravikiran Bharathi Raja Chakravarthi 47 3 0 12 May 2022
Findings of the Shared Task on Offensive Span Identification from Code-Mixed Tamil-English Comments Manikandan Ravikiran Bharathi Raja Chakravarthi Anand Kumar Madasamy Sangeetha Sivanesan R. Rajalakshmi Sajeetha Thavareesan Rahul Ponnusamy Shankar Mahadevan 18 52 0 12 May 2022
UM6P-CS at SemEval-2022 Task 11: Enhancing Multilingual and Code-Mixed Complex Named Entity Recognition via Pseudo Labels using Multilingual Transformer Abdellah El Mekki Abdelkader El Mahdaouy Mohammed Akallouch Ismail Berrada A. Khoumsi 49 2 0 28 Apr 2022
L3Cube-HingCorpus and HingBERT: A Code Mixed Hindi-English Dataset and BERT Language Models Ravindra Nayak Raviraj Joshi 30 41 0 18 Apr 2022
Few-Shot Cross-lingual Transfer for Coarse-grained De-identification of Code-Mixed Clinical Texts Saadullah Amin N. Goldstein M. Wixted Alejandro García-Rudolph Catalina Martínez-Costa G. Neumann 40 5 0 10 Apr 2022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia Alham Fikri Aji Genta Indra Winata Fajri Koto Samuel Cahyawijaya Ade Romadhony ... David Moeljadi Radityo Eko Prasojo Timothy Baldwin Jey Han Lau Sebastian Ruder 51 102 0 24 Mar 2022
Speaker Information Can Guide Models to Better Inductive Biases: A Case Study On Predicting Code-Switching Alissa Ostapenko S. Wintner Melinda Fricke Yulia Tsvetkov 54 5 0 16 Mar 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 605 12,525 0 04 Mar 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 76 30,021 0 01 Mar 2022
mSLAM: Massively multilingual joint pre-training for speech and text Ankur Bapna Colin Cherry Yu Zhang Ye Jia Melvin Johnson Yong Cheng Simran Khanuja Jason Riesa Alexis Conneau VLM 37 111 0 03 Feb 2022
Reducing language context confusion for end-to-end code-switching automatic speech recognition Shuai Zhang Jiangyan Yi Zhengkun Tian J. Tao Y. Yeung Liqun Deng 34 11 0 28 Jan 2022
KazakhTTS2: Extending the Open-Source Kazakh TTS Corpus With More Data, Speakers, and Topics Saida Mussakhojayeva Yerbolat Khassanov H. A. Varol 37 13 0 15 Jan 2022
Improving Code-switching Language Modeling with Artificially Generated Texts using Cycle-consistent Adversarial Networks Chia-Yu Li Ngoc Thang Vu 30 12 0 12 Dec 2021
ASCEND: A Spontaneous Chinese-English Dataset for Code-switching in Multi-turn Conversation Holy Lovenia Samuel Cahyawijaya Genta Indra Winata Peng Xu Xu Yan ... Elham J. Barezi Qifeng Chen Xiaojuan Ma Bertram E. Shi Pascale Fung 53 32 0 12 Dec 2021
Switch Point biased Self-Training: Re-purposing Pretrained Models for Code-Switching P. Chopra Sai Krishna Rallabandi A. Black Khyathi Chandu 40 6 0 01 Nov 2021
SLAM: A Unified Encoder for Speech and Language Modeling via Speech-Text Joint Pre-Training Ankur Bapna Yu-An Chung Na Wu Anmol Gulati Ye Jia J. Clark Melvin Johnson Jason Riesa Alexis Conneau Yu Zhang VLM 72 94 0 20 Oct 2021
Language Models are Few-shot Multilingual Learners Genta Indra Winata Andrea Madotto Zhaojiang Lin Rosanne Liu J. Yosinski Pascale Fung ELM LRM 53 133 0 16 Sep 2021
Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation H. Khan D. Gupta Asif Ekbal 32 14 0 10 Sep 2021
Quality Evaluation of the Low-Resource Synthetically Generated Code-Mixed Hinglish Text Vivek Srivastava M. Singh 33 12 0 04 Aug 2021
MIPE: A Metric Independent Pipeline for Effective Code-Mixed NLG Evaluation Ayush Garg S. S. Kagi Vivek Srivastava M. Singh 29 9 0 24 Jul 2021
The Effectiveness of Intermediate-Task Training for Code-Switched Natural Language Understanding Archiki Prasad Mohammad Ali Rehan Shreyasi Pathak Preethi Jyothi 34 9 0 21 Jul 2021
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text Ishan Tarunesh Syamantak Kumar Preethi Jyothi 52 45 0 14 Jul 2021
HinGE: A Dataset for Generation and Evaluation of Code-Mixed Hinglish Text Vivek Srivastava M. Singh 32 45 0 08 Jul 2021
Arabic Code-Switching Speech Recognition using Monolingual Data Ahmed M. Ali Shammur A. Chowdhury A. Hussein Yasser Hifny 30 23 0 04 Jul 2021
Challenges and Limitations with the Metrics Measuring the Complexity of Code-Mixed Text Vivek Srivastava M. Singh 46 21 0 18 Jun 2021
CodemixedNLP: An Extensible and Open NLP Toolkit for Code-Mixing Sai Muralidhar Jayanthi Kavya Nerella Khyathi Chandu A. Black MoE 42 8 0 10 Jun 2021
Dual Script E2E framework for Multilingual and Code-Switching ASR Mari Ganesh Kumar Jom Kuriakose Anand Thyagachandran A. Arunkumar Ashish Seth L. D. Prasad Saish Jaiswal Anusha Prakash H. Murthy 48 10 0 02 Jun 2021
Towards One Model to Rule All: Multilingual Strategy for Dialectal Code-Switching Arabic ASR Shammur A. Chowdhury A. Hussein Ahmed Abdelali Ahmed M. Ali 27 34 0 31 May 2021
Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation El Moatez Billah Nagoudi AbdelRahim Elmadany Muhammad Abdul-Mageed MoE 33 11 0 28 May 2021
Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing Ganesh Jawahar El Moatez Billah Nagoudi Muhammad Abdul-Mageed L. Lakshmanan 57 30 0 18 May 2021
Can You Traducir This? Machine Translation for Code-Switched Input Jitao Xu François Yvon 35 30 0 11 May 2021
XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation Sebastian Ruder Noah Constant Jan A. Botha Aditya Siddhant Orhan Firat ... Pengfei Liu Junjie Hu Dan Garrette Graham Neubig Melvin Johnson ELM AAML LRM 34 185 0 15 Apr 2021
Multilingual and code-switching ASR challenges for low resource Indian languages Anuj Diwan Rakesh Vaideeswaran Sanket Shah Ankita Singh Srinivasa Raghavan ... Jai Nanavati Raoul Nanavati Karthik Sankaranarayanan Tejaswi Seeram Basil Abraham 32 83 0 01 Apr 2021
Unsupervised Self-Training for Sentiment Analysis of Code-Switched Data Akshat Gupta Sargam Menghani Sai Krishna Rallabandi A. Black SSL 18 14 0 27 Mar 2021