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
Are Multilingual Models Effective in Code-Switching? Genta Indra Winata Samuel Cahyawijaya Zihan Liu Zhaojiang Lin Andrea Madotto Pascale Fung 43 70 0 24 Mar 2021
NLP-CUET@LT-EDI-EACL2021: Multilingual Code-Mixed Hope Speech Detection using Cross-lingual Representation Learner E. Hossain Omar Sharif M. M. Hoque 46 24 0 28 Feb 2021
NLP-CUET@DravidianLangTech-EACL2021: Offensive Language Detection from Multilingual Code-Mixed Text using Transformers Omar Sharif E. Hossain M. M. Hoque 32 34 0 28 Feb 2021
Task-Specific Pre-Training and Cross Lingual Transfer for Code-Switched Data Akshat Gupta Sai Krishna Rallabandi A. Black 32 12 0 24 Feb 2021
Towards Emotion Recognition in Hindi-English Code-Mixed Data: A Transformer Based Approach Anshul Wadhawan Akshita Aggarwal 30 29 0 19 Feb 2021
MeisterMorxrc at SemEval-2020 Task 9: Fine-Tune Bert and Multitask Learning for Sentiment Analysis of Code-Mixed Tweets Qi Wu Peng Wang Chenghao Huang 35 6 0 15 Dec 2020
Palomino-Ochoa at SemEval-2020 Task 9: Robust System based on Transformer for Code-Mixed Sentiment Classification Daniel Palomino José Eduardo Ochoa Luna 19 7 0 18 Nov 2020
Towards Code-switched Classification Exploiting Constituent Language Resources Tanvi Dadu Kartikey Pant 25 9 0 03 Nov 2020
Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality Gustavo Aguilar Bryan McCann Tong Niu Nazneen Rajani N. Keskar Thamar Solorio 64 12 0 24 Oct 2020
JUNLP@Dravidian-CodeMix-FIRE2020: Sentiment Classification of Code-Mixed Tweets using Bi-Directional RNN and Language Tags S. Mahata Dipankar Das Sivaji Bandyopadhyay 33 12 0 20 Oct 2020
hinglishNorm -- A Corpus of Hindi-English Code Mixed Sentences for Text Normalization Piyush Makhija Ankit Kumar Anuj Gupta 17 8 0 18 Oct 2020
Towards Natural Bilingual and Code-Switched Speech Synthesis Based on Mix of Monolingual Recordings and Cross-Lingual Voice Conversion Shengkui Zhao Trung Hieu Nguyen Hao Wang B. Ma 25 25 0 16 Oct 2020
Improving Low Resource Code-switched ASR using Augmented Code-switched TTS Yash Sharma Basil Abraham Karan Taneja Preethi Jyothi 29 20 0 12 Oct 2020
HPCC-YNU at SemEval-2020 Task 9: A Bilingual Vector Gating Mechanism for Sentiment Analysis of Code-Mixed Text Jun Kong Jin Wang Xuejie Zhang 21 3 0 10 Oct 2020
Toward Micro-Dialect Identification in Diaglossic and Code-Switched Environments Muhammad Abdul-Mageed Chiyu Zhang AbdelRahim Elmadany Lyle Ungar 24 9 0 10 Oct 2020
Word Level Language Identification in English Telugu Code Mixed Data Sunil Gundapu R. Mamidi 22 28 0 09 Oct 2020
gundapusunil at SemEval-2020 Task 9: Syntactic Semantic LSTM Architecture for SENTIment Analysis of Code-MIXed Data Sunil Gundapu R. Mamidi 19 4 0 09 Oct 2020
"Did you really mean what you said?" : Sarcasm Detection in Hindi-English Code-Mixed Data using Bilingual Word Embeddings Akshita Aggarwal Anshul Wadhawan Anshima Chaudhary Kavita Maurya 4 16 0 01 Oct 2020
WESSA at SemEval-2020 Task 9: Code-Mixed Sentiment Analysis using Transformers Ahmed A. Sultan Mahmoud Salim Amina Gaber Islam El Hosary 49 8 0 21 Sep 2020
Code-switching pre-training for neural machine translation Zhen Yang Bojie Hu Ambyera Han Shen Huang Qi Ju 38 71 0 17 Sep 2020
kk2018 at SemEval-2020 Task 9: Adversarial Training for Code-Mixing Sentiment Classification Jiaxiang Liu Xuyi Chen Shikun Feng Shuohuan Wang Ouyang Xuan Yu Sun Zhengjie Huang Weiyue Su 37 19 0 08 Sep 2020
UPB at SemEval-2020 Task 9: Identifying Sentiment in Code-Mixed Social Media Texts using Transformers and Multi-Task Learning George-Eduard Zaharia G. Vlad Dumitru-Clementin Cercel Traian Rebedea Costin-Gabriel Chiru 43 10 0 06 Sep 2020
LIMSI_UPV at SemEval-2020 Task 9: Recurrent Convolutional Neural Network for Code-mixed Sentiment Analysis Somnath Banerjee Sahar Ghannay S. Rosset Anne Vilnat Paolo Rosso 47 8 0 30 Aug 2020
SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets Parth Patwa Gustavo Aguilar Sudipta Kar S. Pandey Srinivas Pykl Björn Gambäck Tanmoy Chakraborty Thamar Solorio A. Das VLM 50 166 0 10 Aug 2020
C1 at SemEval-2020 Task 9: SentiMix: Sentiment Analysis for Code-Mixed Social Media Text using Feature Engineering L. Advani Clement Lu Suraj Maharjan 11 9 0 09 Aug 2020
One Model, Many Languages: Meta-learning for Multilingual Text-to-Speech Tomás Nekvinda Ondrej Dusek 31 57 0 03 Aug 2020
Development of POS tagger for English-Bengali Code-Mixed data Tathagata Raha S. Mahata Dipankar Das Sivaji Bandyopadhyay 8 6 0 29 Jul 2020
ULD@NUIG at SemEval-2020 Task 9: Generative Morphemes with an Attention Model for Sentiment Analysis in Code-Mixed Text Koustava Goswami P. Rani Bharathi Raja Chakravarthi Theodorus Fransen John P. Mccrae 30 9 0 27 Jul 2020
Reed at SemEval-2020 Task 9: Fine-Tuning and Bag-of-Words Approaches to Code-Mixed Sentiment Analysis Vinay Gopalan Mark Hopkins 35 6 0 26 Jul 2020
IUST at SemEval-2020 Task 9: Sentiment Analysis for Code-Mixed Social Media Text using Deep Neural Networks and Linear Baselines Soroush Javdan Taha Shangipour Ataei B. Minaei-Bidgoli 44 6 0 24 Jul 2020
NITS-Hinglish-SentiMix at SemEval-2020 Task 9: Sentiment Analysis For Code-Mixed Social Media Text Using an Ensemble Model Subhra Jyoti Baroi Nivedita Singh Ringki Das Thoudam Doren Singh 22 19 0 23 Jul 2020
HCMS at SemEval-2020 Task 9: A Neural Approach to Sentiment Analysis for Code-Mixed Texts Aditya Srivastava V. H. Vardhan 48 5 0 23 Jul 2020
BAKSA at SemEval-2020 Task 9: Bolstering CNN with Self-Attention for Sentiment Analysis of Code Mixed Text Ayush Kumar Harsh Agarwal Keshav Bansal Ashutosh Modi 4 12 0 21 Jul 2020
IIT Gandhinagar at SemEval-2020 Task 9: Code-Mixed Sentiment Classification Using Candidate Sentence Generation and Selection Vivek Srivastava M. Singh 19 12 0 25 Jun 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 131 5,677 0 20 Jun 2020
Multi-Encoder-Decoder Transformer for Code-Switching Speech Recognition Xinyuan Zhou Emre Yilmaz Yanhua Long Yijie Li Haizhou Li 19 51 0 18 Jun 2020
Learning to Recognize Code-switched Speech Without Forgetting Monolingual Speech Recognition Sanket Shah Basil Abraham M. GurunathReddy Sunayana Sitaram Vikas Joshi 31 18 0 01 Jun 2020
A Sentiment Analysis Dataset for Code-Mixed Malayalam-English Bharathi Raja Chakravarthi Navya Jose Shardul Suryawanshi E. Sherly John P. Mccrae 21 210 0 30 May 2020
Corpus Creation for Sentiment Analysis in Code-Mixed Tamil-English Text Bharathi Raja Chakravarthi Vigneshwaran Muralidaran R. Priyadharshini John P. Mccrae 32 280 0 30 May 2020
LinCE: A Centralized Benchmark for Linguistic Code-switching Evaluation Gustavo Aguilar Sudipta Kar Thamar Solorio 42 112 0 09 May 2020
Code-switching patterns can be an effective route to improve performance of downstream NLP applications: A case study of humour, sarcasm and hate speech detection Srijan Bansal Vishal Garimella Ayush Suhane Jasabanta Patro Animesh Mukherjee 24 22 0 05 May 2020
Style Variation as a Vantage Point for Code-Switching Khyathi Chandu A. Black 30 7 0 01 May 2020
Meta-Transfer Learning for Code-Switched Speech Recognition Genta Indra Winata Samuel Cahyawijaya Zhaojiang Lin Zihan Liu Peng Xu Pascale Fung 66 55 0 29 Apr 2020
GLUECoS : An Evaluation Benchmark for Code-Switched NLP Simran Khanuja Sandipan Dandapat A. Srinivasan Sunayana Sitaram Monojit Choudhury ELM 39 146 0 26 Apr 2020
PHINC: A Parallel Hinglish Social Media Code-Mixed Corpus for Machine Translation Vivek Srivastava M. Singh 36 63 0 20 Apr 2020
The State and Fate of Linguistic Diversity and Inclusion in the NLP World Pratik M. Joshi Sebastin Santy A. Budhiraja Kalika Bali Monojit Choudhury LMTD 62 822 0 20 Apr 2020
A New Dataset for Natural Language Inference from Code-mixed Conversations Simran Khanuja Sandipan Dandapat Sunayana Sitaram Monojit Choudhury 52 40 0 10 Apr 2020
On the Language Neutrality of Pre-trained Multilingual Representations Jindrich Libovický Rudolf Rosa Alexander Fraser 44 103 0 09 Apr 2020
Semi-supervised acoustic modelling for five-lingual code-switched ASR using automatically-segmented soap opera speech N. Wilkinson A. Biswas Emre Yilmaz Febe de Wet Ewald van der Westhuizen T. Niesler 32 11 0 08 Apr 2020
Semi-supervised acoustic and language model training for English-isiZulu code-switched speech recognition A. Biswas Febe de Wet Ewald van der Westhuizen T. Niesler 16 2 0 05 Apr 2020