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"

41 / 141 papers shown

Title
XGLUE: A New Benchmark Dataset for Cross-lingual Pre-training, Understanding and Generation Yaobo Liang Nan Duan Yeyun Gong Ning Wu Fenfei Guo ... Shuguang Liu Fan Yang Daniel Fernando Campos Rangan Majumder Ming Zhou ELM VLM 77 348 0 03 Apr 2020
Exploring Lexicon-Free Modeling Units for End-to-End Korean and Korean-English Code-Switching Speech Recognition Jisung Wang Jihwan Kim Sangki Kim Yeha Lee 20 5 0 25 Oct 2019
Overview for the Second Shared Task on Language Identification in Code-Switched Data Giovanni Molina F. Alghamdi Mahmoud A. Ghoneim A. Hawwari Nicolas Rey-Villamizar Mona T. Diab Thamar Solorio 36 167 0 28 Sep 2019
Creating a Large Multi-Layered Representational Repository of Linguistic Code Switched Arabic Data Mona T. Diab Mahmoud A. Ghoneim A. Hawwari F. Alghamdi Nada AlMarwani Mohamed Al-Badrashiny 19 10 0 28 Sep 2019
Part of speech tagging for code switched data F. Alghamdi Giovanni Molina Mona T. Diab Thamar Solorio A. Hawwari Víctor Soto Julia Hirschberg 291 36 0 28 Sep 2019
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences Genta Indra Winata Andrea Madotto Chien-Sheng Wu Pascale Fung SyDa 152 92 0 18 Sep 2019
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition Genta Indra Winata Zhaojiang Lin Jamin Shin Zihan Liu Pascale Fung 36 19 0 18 Sep 2019
From English to Code-Switching: Transfer Learning with Strong Morphological Clues Gustavo Aguilar Thamar Solorio 48 38 0 11 Sep 2019
Semi-supervised acoustic model training for five-lingual code-switched ASR A. Biswas Emre Yilmaz Febe de Wet Ewald van der Westhuizen T. Niesler 20 18 0 20 Jun 2019
Code-Switching Detection Using ASR-Generated Language Posteriors Qinyi Wang Emre Yilmaz Adem Derinel Haizhou Li 18 5 0 19 Jun 2019
Multi-Graph Decoding for Code-Switching ASR Emre Yilmaz Samuel N. Cohen Xianghu Yue David A. van Leeuwen Haizhou Li 11 9 0 18 Jun 2019
Named Entity Recognition on Code-Switched Data: Overview of the CALCS 2018 Shared Task Gustavo Aguilar F. Alghamdi Víctor Soto Mona T. Diab Julia Hirschberg Thamar Solorio 47 70 0 10 Jun 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 125 1,392 0 04 Jun 2019
Building a mixed-lingual neural TTS system with only monolingual data Liumeng Xue Wei Song Guanghui Xu Lei Xie Zhizheng Wu 17 30 0 12 Apr 2019
Constrained Output Embeddings for End-to-End Code-Switching Speech Recognition with Only Monolingual Data Yerbolat Khassanov Haihua Xu Van Tung Pham Zhiping Zeng Chng Eng Siong Chongjia Ni B. Ma 27 19 0 08 Apr 2019
Subword-Level Language Identification for Intra-Word Code-Switching Manuel Mager Özlem Çetinoğlu Katharina Kann 42 24 0 03 Apr 2019
A Survey of Code-switched Speech and Language Processing Sunayana Sitaram Khyathi Chandu Sai Krishna Rallabandi A. Black 34 133 0 25 Mar 2019
Code-switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation Ching-Ting Chang Shun-Po Chuang Vasileios Argyriou 18 69 0 06 Nov 2018
On the End-to-End Solution to Mandarin-English Code-switching Speech Recognition Zhiping Zeng Yerbolat Khassanov Van Tung Pham Haihua Xu Chng Eng Siong Haizhou Li 25 92 0 01 Nov 2018
Language Modeling for Code-Switching: Evaluation, Integration of Monolingual Data, and Discriminative Training Hila Gonen Yoav Goldberg 34 31 0 28 Oct 2018
Code-switched Language Models Using Dual RNNs and Same-Source Pretraining Saurabh Garg Tanmay Parekh Preethi Jyothi 20 43 0 06 Sep 2018
Language Identification in Code-Mixed Data using Multichannel Neural Networks and Context Capture Soumil Mandal Anil Kumar Singh 31 27 0 21 Aug 2018
Code-Switching Detection with Data-Augmented Acoustic and Language Models Emre Yilmaz H. V. D. Heuvel David A. van Leeuwen 19 8 0 28 Jul 2018
Building a Unified Code-Switching ASR System for South African Languages Emre Yilmaz A. Biswas Ewald van der Westhuizen Febe de Wet T. Niesler 22 30 0 28 Jul 2018
Acoustic and Textual Data Augmentation for Improved ASR of Code-Switching Speech Emre Yilmaz H. V. D. Heuvel David A. van Leeuwen 16 63 0 28 Jul 2018
Study of Semi-supervised Approaches to Improving English-Mandarin Code-Switching Speech Recognition Pengcheng Guo Haihua Xu Lei Xie Chng Eng Siong 9 45 0 16 Jun 2018
A Dataset for Building Code-Mixed Goal Oriented Conversation Systems Suman Banerjee Nikita Moghe Siddharth Arora Mitesh M. Khapra 49 36 0 15 Jun 2018
Humor Detection in English-Hindi Code-Mixed Social Media Content : Corpus and Baseline System A. Khandelwal Sahil Swami S. S. Akhtar Manish Shrivastava 16 42 0 14 Jun 2018
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning Genta Indra Winata Andrea Madotto Chien-Sheng Wu Pascale Fung 29 39 0 30 May 2018
Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition Genta Indra Winata Chien-Sheng Wu Andrea Madotto Pascale Fung 44 15 0 30 May 2018
Normalization of Transliterated Words in Code-Mixed Data Using Seq2Seq Model & Levenshtein Distance Soumil Mandal Karthick Nanmaran 8 18 0 22 May 2018
Aggression-annotated Corpus of Hindi-English Code-mixed Data Ritesh Kumar Aishwarya N. Reganti A. Bhatia T. Maheshwari 23 174 0 26 Mar 2018
Dual Language Models for Code Switched Speech Recognition Saurabh Garg Tanmay Parekh Preethi Jyothi 23 16 0 03 Nov 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 256 1,646 0 11 Oct 2017
Joining Hands: Exploiting Monolingual Treebanks for Parsing of Code-mixing Data Irshad Ahmad Bhat Riyaz Ahmad Bhat Manish Shrivastava D. Sharma 37 31 0 31 Mar 2017
Crowdsourcing Universal Part-Of-Speech Tags for Code-Switching Víctor Soto Julia Hirschberg 20 17 0 24 Mar 2017
FastText.zip: Compressing text classification models Armand Joulin Edouard Grave Piotr Bojanowski Matthijs Douze Hervé Jégou Tomas Mikolov MQ 62 1,201 0 12 Dec 2016
Towards Sub-Word Level Compositions for Sentiment Analysis of Hindi-English Code Mixed Text Ameya Prabhu Aditya Joshi Manish Shrivastava Vasudeva Varma 41 189 0 02 Nov 2016
Challenges of Computational Processing of Code-Switching Özlem Çetinoğlu Sarah Schulz Ngoc Thang Vu 42 77 0 07 Oct 2016
Shallow Parsing Pipeline for Hindi-English Code-Mixed Social Media Text Arnav Sharma Sakshi Gupta Raveesh Motlani P. Bansal Manish Shrivastava R. Mamidi D. Sharma 16 82 0 11 Apr 2016
An Introduction to Conditional Random Fields Charles Sutton Andrew McCallum AI4CE BDL CML TPM 85 1,208 0 17 Nov 2010