--- title: "Workshop on Computational Approaches to Linguistic" description: "Workshop on Computational Approaches to Linguistic Code-Switching 2021 — accepted papers: 1 paper in the Elamur Research library…" canonical: "https://research.elamur.ai/free/en/venues/calcs/2021/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/calcs/2021/) [home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Workshop on Computational Approaches to…](https://md.research.elamur.ai/free/en/venues/calcs/) / 2021 # Workshop on Computational Approaches to Linguistic Code-Switching 2021 — accepted papers Workshop on Computational Approaches to Linguistic Code-Switching 2021 is the 2021 edition of the Workshop on Computational Approaches to Linguistic Code-Switching, held in Online, June 2021 (publisher: Association for Computational Linguistics). The ACL Anthology lists 20 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions. 📍 Online · 🗓 June 2021 [**20** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/calcs/2021/#works) · [**21** citations of these works](https://md.research.elamur.ai/free/en/venues/calcs/2021/#works) ## Most cited papers By their OpenAlex citations; a paper with our summary links to its page here, the others to the original. 1. **[Are Multilingual Models Effective in Code-Switching? ↗](https://aclanthology.org/2021.calcs-1.20/)**Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu et al.*52 citations* 2. **[Abusive content detection in transliterated Bengali-English social media corpus ↗](https://aclanthology.org/2021.calcs-1.16/)**Salim Sazzed*48 citations* 3. **[CoMeT: Towards Code-Mixed Translation Using Parallel Monolingual Sentences ↗](https://aclanthology.org/2021.calcs-1.7/)**Devansh Gautam, Prashant Kodali, Kshitij Gupta et al.*35 citations* 4. **[Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing ↗](https://aclanthology.org/2021.calcs-1.6/)**Ganesh Jawahar, El Moatez Billah Nagoudi, Muhammad Abdul-Mageed et al.*23 citations* 5. **[Unsupervised Self-Training for Sentiment Analysis of Code-Switched Data ↗](https://aclanthology.org/2021.calcs-1.13/)**Akshat Gupta, Sargam Menghani, Sai Krishna Rallabandi et al.*18 citations* 6. **[Can You Traducir This? Machine Translation for Code-Switched Input ↗](https://aclanthology.org/2021.calcs-1.11/)**Jitao Xu, François Yvon*16 citations* 7. **[Challenges and Limitations with the Metrics Measuring the Complexity of Code-Mixed Text ↗](https://aclanthology.org/2021.calcs-1.2/)**Vivek Srivastava, Mayank Singh*15 citations* 8. **[Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots ↗](https://aclanthology.org/2021.calcs-1.19/)**Samson Tan, Shafiq Joty*14 citations* 9. **[IITP-MT at CALCS2021: English to Hinglish Neural Machine Translation using Unsupervised Synthetic Code-Mixed Parallel Corpus ↗](https://aclanthology.org/2021.calcs-1.5/)**Ramakrishna Appicharla, Kamal Kumar Gupta, Asif Ekbal et al.*12 citations* 10. **[Political Discourse Analysis: A Case Study of Code Mixing and Code Switching in Political Speeches ↗](https://aclanthology.org/2021.calcs-1.1/)**Dama Sravani, Lalitha Kameswari, Radhika Mamidi*10 citations* ## All accepted papers (20) The most cited first; 1 with our summary link to their page here, the others to the original. 1. **[Are Multilingual Models Effective in Code-Switching? ↗](https://aclanthology.org/2021.calcs-1.20/)**Genta Indra Winata, Samuel Cahyawijaya, Zihan Liu et al.*52 citations* 2. **[Abusive content detection in transliterated Bengali-English social media corpus ↗](https://aclanthology.org/2021.calcs-1.16/)**Salim Sazzed*48 citations* 3. **[CoMeT: Towards Code-Mixed Translation Using Parallel Monolingual Sentences ↗](https://aclanthology.org/2021.calcs-1.7/)**Devansh Gautam, Prashant Kodali, Kshitij Gupta et al.*35 citations* 4. **[Exploring Text-to-Text Transformers for English to Hinglish Machine Translation with Synthetic Code-Mixing ↗](https://aclanthology.org/2021.calcs-1.6/)**Ganesh Jawahar, El Moatez Billah Nagoudi, Muhammad Abdul-Mageed et al.*23 citations* 5. **[Unsupervised Self-Training for Sentiment Analysis of Code-Switched Data ↗](https://aclanthology.org/2021.calcs-1.13/)**Akshat Gupta, Sargam Menghani, Sai Krishna Rallabandi et al.*18 citations* 6. **[Can You Traducir This? Machine Translation for Code-Switched Input ↗](https://aclanthology.org/2021.calcs-1.11/)**Jitao Xu, François Yvon*16 citations* 7. **[Challenges and Limitations with the Metrics Measuring the Complexity of Code-Mixed Text ↗](https://aclanthology.org/2021.calcs-1.2/)**Vivek Srivastava, Mayank Singh*15 citations* 8. **[Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots ↗](https://aclanthology.org/2021.calcs-1.19/)**Samson Tan, Shafiq Joty*14 citations* 9. **[IITP-MT at CALCS2021: English to Hinglish Neural Machine Translation using Unsupervised Synthetic Code-Mixed Parallel Corpus ↗](https://aclanthology.org/2021.calcs-1.5/)**Ramakrishna Appicharla, Kamal Kumar Gupta, Asif Ekbal et al.*12 citations* 10. **[Political Discourse Analysis: A Case Study of Code Mixing and Code Switching in Political Speeches ↗](https://aclanthology.org/2021.calcs-1.1/)**Dama Sravani, Lalitha Kameswari, Radhika Mamidi*10 citations* 11. **[Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation](https://md.research.elamur.ai/free/en/papers/nagoudi-2021-investigating-code-mixed-modern-standard/)**El Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed*9 citations · our summary* 12. **[CodemixedNLP: An Extensible and Open NLP Toolkit for Code-Mixing ↗](https://aclanthology.org/2021.calcs-1.14/)**Sai Muralidhar Jayanthi, Kavya Nerella, Khyathi Raghavi Chandu et al.*6 citations* 13. **[Translate and Classify: Improving Sequence Level Classification for English-Hindi Code-Mixed Data ↗](https://aclanthology.org/2021.calcs-1.3/)**Devansh Gautam, Kshitij Gupta, Manish Shrivastava*6 citations* 14. **[Gated Convolutional Sequence to Sequence Based Learning for English-Hingilsh Code-Switched Machine Translation. ↗](https://aclanthology.org/2021.calcs-1.4/)**Suman Dowlagar, Radhika Mamidi*5 citations* 15. **[Much Gracias: Semi-supervised Code-switch Detection for Spanish-English: How far can we get? ↗](https://aclanthology.org/2021.calcs-1.9/)**Dana-Maria Iliescu, Rasmus Grand, Sara Qirko et al.*5 citations* 16. **[Normalization and Back-Transliteration for Code-Switched Data ↗](https://aclanthology.org/2021.calcs-1.15/)**Dwija Parikh, Thamar Solorio*5 citations* 17. **[On the logistical difficulties and findings of Jopara Sentiment Analysis ↗](https://aclanthology.org/2021.calcs-1.12/)**Marvin Agüero-Torales, David Vilares, Antonio López-Herrera*5 citations* 18. **[A Language-aware Approach to Code-switched Morphological Tagging ↗](https://aclanthology.org/2021.calcs-1.10/)**Şaziye Betül Özateş, Özlem Çetinoğlu*4 citations* 19. **[Developing ASR for Indonesian-English Bilingual Language Teaching ↗](https://aclanthology.org/2021.calcs-1.17/)**Zara Maxwell-Smith, Ben Foley*4 citations* 20. **[Transliteration for Low-Resource Code-Switching Texts: Building an Automatic Cyrillic-to-Latin Converter for Tatar ↗](https://aclanthology.org/2021.calcs-1.18/)**Chihiro Taguchi, Yusuke Sakai, Taro Watanabe ## Papers with our summary in our library (1) The most cited first (OpenAlex citations plus our library's). 1. **[Investigating Code-Mixed Modern Standard Arabic-Egyptian to English Machine Translation](https://md.research.elamur.ai/free/en/papers/nagoudi-2021-investigating-code-mixed-modern-standard/) [Workshop on Computational Approaches to Linguistic Code-Switching](https://md.research.elamur.ai/free/en/venues/calcs/)**El Moatez Billah Nagoudi, AbdelRahim Elmadany, Muhammad Abdul-Mageed*2021 · 21 citations* ## Top topics Topics of its works in our library, with the number of works on each. [Machine translation (1)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Semitic languages (1)](https://md.research.elamur.ai/free/en/topics/semitic-languages/) ## Fields [Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) ## Top authors Authors with a page who published here most often: their works here, and the citations of those works. [🧑‍🔬**AbdelRahim Elmadany**1 work here · 21 citations](https://md.research.elamur.ai/free/en/authors/abdelrahim-elmadany/) · [🧑‍🔬**El Moatez Billah Nagoudi**1 work here · 21 citations](https://md.research.elamur.ai/free/en/authors/el-moatez-billah-nagoudi/) · [🧑‍🔬**Muhammad Abdul-Mageed**1 work here · 21 citations](https://md.research.elamur.ai/free/en/authors/muhammad-abdul-mageed/) ## Top institutions Institutions on the bylines of its works here, by the number of works. [🎓**University of British Columbia** Vancouver · Canada 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-british-columbia/) Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library. - [← previous Workshop on Computational Approaches to Linguistic Code-Switching 2018](https://md.research.elamur.ai/free/en/venues/calcs/2018/) - [↑ back to Workshop on Computational Approaches to Linguistic Code-Switching](https://md.research.elamur.ai/free/en/venues/calcs/)