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# Workshop on Speech, Vision, and Language Technologies for Dravidian Languages 2021: all accepted papers

53 papers · the most cited first · [← Workshop on Speech, Vision, and Language Technologies for Dravidian Languages 2021](https://md.research.elamur.ai/free/en/venues/dravidianlangtech/2021/)

1. **[A Survey on Paralinguistics in Tamil Speech Processing ↗](https://aclanthology.org/2021.dravidianlangtech-1.12/)**Anosha Ignatius, Uthayasanker Thayasivam
2. **[Amrita_CEN_NLP@DravidianLangTech-EACL2021: Deep Learning-based Offensive Language Identification in Malayalam, Tamil and Kannada ↗](https://aclanthology.org/2021.dravidianlangtech-1.34/)**Sreelakshmi K, Premjith B, Soman Kp
3. **[Analysis of Uvama Urubugal in Tamil Sangam Literatures ↗](https://aclanthology.org/2021.dravidianlangtech-1.10/)**Subalalitha Cn
4. **[Bitions@DravidianLangTech-EACL2021: Ensemble of Multilingual Language Models with Pseudo Labeling for offence Detection in Dravidian Languages ↗](https://aclanthology.org/2021.dravidianlangtech-1.42/)**Debapriya Tula, Prathyush Potluri, Shreyas Ms et al.
5. **[CUSATNLP@DravidianLangTech-EACL2021:Language Agnostic Classification of Offensive Content in Tweets ↗](https://aclanthology.org/2021.dravidianlangtech-1.32/)**Sara Renjit, Sumam Mary Idicula
6. **[Codewithzichao@DravidianLangTech-EACL2021: Exploring Multilingual Transformers for Offensive Language Identification on Code Mixing Text ↗](https://aclanthology.org/2021.dravidianlangtech-1.21/)**Zichao Li
7. **[Codewithzichao@DravidianLangTech-EACL2021: Exploring Multimodal Transformers for Meme Classification in Tamil Language ↗](https://aclanthology.org/2021.dravidianlangtech-1.52/)**Zichao Li
8. **[DLRG@DravidianLangTech-EACL2021: Transformer based approachfor Offensive Language Identification on Code-Mixed Tamil ↗](https://aclanthology.org/2021.dravidianlangtech-1.53/)**Ratnavel Rajalakshmi, Yashwant Reddy, Lokesh Kumar
9. **[DOSA: Dravidian Code-Mixed Offensive Span Identification Dataset ↗](https://aclanthology.org/2021.dravidianlangtech-1.2/)**Manikandan Ravikiran, Subbiah Annamalai
10. **[Findings of the Shared Task on Machine Translation in Dravidian languages ↗](https://aclanthology.org/2021.dravidianlangtech-1.15/)**Bharathi Raja Chakravarthi, Ruba Priyadharshini, Shubhanker Banerjee et al.
11. **[Findings of the Shared Task on Offensive Language Identification in Tamil, Malayalam, and Kannada](https://md.research.elamur.ai/free/en/papers/chakravarthi-2021-findings-shared-task-offensive-language/)**Bharathi Raja Chakravarthi, Ruba Priyadharshini, Navya Jose et al.*our summary*
12. **[Findings of the Shared Task on Troll Meme Classification in Tamil ↗](https://aclanthology.org/2021.dravidianlangtech-1.16/)**Shardul Suryawanshi, Bharathi Raja Chakravarthi
13. **[GX@DravidianLangTech-EACL2021: Multilingual Neural Machine Translation and Back-translation ↗](https://aclanthology.org/2021.dravidianlangtech-1.18/)**Wanying Xie
14. **[Graph Convolutional Networks with Multi-headed Attention for Code-Mixed Sentiment Analysis ↗](https://aclanthology.org/2021.dravidianlangtech-1.8/)**Suman Dowlagar, Radhika Mamidi
15. **[HUB@DravidianLangTech-EACL2021: Identify and Classify Offensive Text in Multilingual Code Mixing in Social Media ↗](https://aclanthology.org/2021.dravidianlangtech-1.27/)**Bo Huang, Yang Bai
16. **[HUB@DravidianLangTech-EACL2021: Meme Classification for Tamil Text-Image Fusion ↗](https://aclanthology.org/2021.dravidianlangtech-1.28/)**Bo Huang, Yang Bai
17. **[Hate-Alert@DravidianLangTech-EACL2021: Ensembling strategies for Transformer-based Offensive language Detection ↗](https://aclanthology.org/2021.dravidianlangtech-1.38/)**Debjoy Saha, Naman Paharia, Debajit Chakraborty et al.
18. **[Hypers@DravidianLangTech-EACL2021: Offensive language identification in Dravidian code-mixed YouTube Comments and Posts ↗](https://aclanthology.org/2021.dravidianlangtech-1.26/)**Charangan Vasantharajan, Uthayasanker Thayasivam
19. **[IIITK@DravidianLangTech-EACL2021: Offensive Language Identification and Meme Classification in Tamil, Malayalam and Kannada ↗](https://aclanthology.org/2021.dravidianlangtech-1.30/)**Nikhil Ghanghor, Parameswari Krishnamurthy, Sajeetha Thavareesan et al.
20. **[IIITT@DravidianLangTech-EACL2021: Transfer Learning for Offensive Language Detection in Dravidian Languages ↗](https://aclanthology.org/2021.dravidianlangtech-1.25/)**Konthala Yasaswini, Karthik Puranik, Adeep Hande et al.
21. **[IIIT_DWD@EACL2021: Identifying Troll Meme in Tamil using a hybrid deep learning approach ↗](https://aclanthology.org/2021.dravidianlangtech-1.33/)**Ankit Kumar Mishra, Sunil Saumya
22. **[IRLAB-DAIICT@DravidianLangTech-EACL2021: Neural Machine Translation ↗](https://aclanthology.org/2021.dravidianlangtech-1.36/)**Raj Prajapati, Vedant Vijay Parikh, Prasenjit Majumder
23. **[IRNLP_DAIICT@DravidianLangTech-EACL2021:Offensive Language identification in Dravidian Languages using TF-IDF Char N-grams and MuRIL ↗](https://aclanthology.org/2021.dravidianlangtech-1.37/)**Bhargav Dave, Shripad Bhat, Prasenjit Majumder
24. **[Is this Enough?-Evaluation of Malayalam Wordnet ↗](https://aclanthology.org/2021.dravidianlangtech-1.13/)**Nandu Chandran Nair, Maria-chiara Giangregorio, Fausto Giunchiglia
25. **[JUNLP@DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Langauges ↗](https://aclanthology.org/2021.dravidianlangtech-1.46/)**Avishek Garain, Atanu Mandal, Sudip Kumar Naskar
26. **[JudithJeyafreedaAndrew@DravidianLangTech-EACL2021:Offensive language detection for Dravidian Code-mixed YouTube comments ↗](https://aclanthology.org/2021.dravidianlangtech-1.22/)**Judith Jeyafreeda Andrew
27. **[LA-SACo: A Study of Learning Approaches for Sentiments Analysis inCode-Mixing Texts ↗](https://aclanthology.org/2021.dravidianlangtech-1.14/)**Fazlourrahman Balouchzahi, H L Shashirekha
28. **[MUCS@ - Machine Translation for Dravidian Languages using Stacked Long Short Term Memory ↗](https://aclanthology.org/2021.dravidianlangtech-1.50/)**Asha Hegde, Ibrahim Gashaw, H. L. Shashirekha
29. **[MUCS@DravidianLangTech-EACL2021:COOLI-Code-Mixing Offensive Language Identification ↗](https://aclanthology.org/2021.dravidianlangtech-1.47/)**Fazlourrahman Balouchzahi, Aparna B K, H L Shashirekha
30. **[Maoqin @ DravidianLangTech-EACL2021: The Application of Transformer-Based Model ↗](https://aclanthology.org/2021.dravidianlangtech-1.40/)**Maoqin Yang
31. **[NLP-CUET@DravidianLangTech-EACL2021: Investigating Visual and Textual Features to Identify Trolls from Multimodal Social Media Memes ↗](https://aclanthology.org/2021.dravidianlangtech-1.43/)**Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque
32. **[NLP-CUET@DravidianLangTech-EACL2021: Offensive Language Detection from Multilingual Code-Mixed Text using Transformers ↗](https://aclanthology.org/2021.dravidianlangtech-1.35/)**Omar Sharif, Eftekhar Hossain, Mohammed Moshiul Hoque
33. **[OFFLangOne@DravidianLangTech-EACL2021: Transformers with the Class Balanced Loss for Offensive Language Identification in Dravidian Code-Mixed text. ↗](https://aclanthology.org/2021.dravidianlangtech-1.19/)**Suman Dowlagar, Radhika Mamidi
34. **[OffTamil@DravideanLangTech-EASL2021: Offensive Language Identification in Tamil Text ↗](https://aclanthology.org/2021.dravidianlangtech-1.51/)**Disne Sivalingam, Sajeetha Thavareesan
35. **[Offensive language identification in Dravidian code mixed social media text ↗](https://aclanthology.org/2021.dravidianlangtech-1.5/)**Sunil Saumya, Abhinav Kumar, Jyoti Prakash Singh
36. **[SJ_AJ@DravidianLangTech-EACL2021: Task-Adaptive Pre-Training of Multilingual BERT models for Offensive Language Identification ↗](https://aclanthology.org/2021.dravidianlangtech-1.44/)**Sai Muralidhar Jayanthi, Akshat Gupta
37. **[SSNCSE_NLP@DravidianLangTech-EACL2021: Meme classification for Tamil using machine learning approach ↗](https://aclanthology.org/2021.dravidianlangtech-1.49/)**Bharathi B, Agnusimmaculate Silvia A
38. **[SSNCSE_NLP@DravidianLangTech-EACL2021: Offensive Language Identification on Multilingual Code Mixing Text ↗](https://aclanthology.org/2021.dravidianlangtech-1.45/)**Bharathi B, Agnusimmaculate Silvia A
39. **[Sentiment Analysis of Dravidian Code Mixed Data ↗](https://aclanthology.org/2021.dravidianlangtech-1.6/)**Asrita Venkata Mandalam, Yashvardhan Sharma
40. **[Sentiment Classification of Code-Mixed Tweets using Bi-Directional RNN and Language Tags ↗](https://aclanthology.org/2021.dravidianlangtech-1.4/)**Sainik Mahata, Dipankar Das, Sivaji Bandyopadhyay
41. **[Simon @ DravidianLangTech-EACL2021: Detecting Offensive Content in Kannada Language ↗](https://aclanthology.org/2021.dravidianlangtech-1.20/)**Qinyu Que
42. **[Simon @ DravidianLangTech-EACL2021: Meme Classification for Tamil with BERT ↗](https://aclanthology.org/2021.dravidianlangtech-1.41/)**Qinyu Que
43. **[Tamil Lyrics Corpus: Analysis and Experiments ↗](https://aclanthology.org/2021.dravidianlangtech-1.1/)**Dhivya Chinnappa, Praveenraj Dhandapani
44. **[Task-Oriented Dialog Systems for Dravidian Languages ↗](https://aclanthology.org/2021.dravidianlangtech-1.11/)**Tushar Kanakagiri, Karthik Radhakrishnan
45. **[Task-Specific Pre-Training and Cross Lingual Transfer for Sentiment Analysis in Dravidian Code-Switched Languages ↗](https://aclanthology.org/2021.dravidianlangtech-1.9/)**Akshat Gupta, Sai Krishna Rallabandi, Alan W Black
46. **[Towards Offensive Language Identification for Dravidian Languages ↗](https://aclanthology.org/2021.dravidianlangtech-1.3/)**Siva Sai, Yashvardhan Sharma
47. **[TrollMeta@DravidianLangTech-EACL2021: Meme classification using deep learning ↗](https://aclanthology.org/2021.dravidianlangtech-1.39/)**Manoj Balaji J, Chinmaya Hs
48. **[UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more Attention ↗](https://aclanthology.org/2021.dravidianlangtech-1.24/)**Siddhanth U Hegde, Adeep Hande, Ruba Priyadharshini et al.
49. **[Unsupervised Machine Translation On Dravidian Languages ↗](https://aclanthology.org/2021.dravidianlangtech-1.7/)**Sai Koneru, Danni Liu, Jan Niehues
50. **[ZYJ123@DravidianLangTech-EACL2021: Offensive Language Identification based on XLM-RoBERTa with DPCNN ↗](https://aclanthology.org/2021.dravidianlangtech-1.29/)**Yingjia Zhao, Xin Tao
51. **[cs@DravidianLangTech-EACL2021: Offensive Language Identification Based On Multilingual BERT Model ↗](https://aclanthology.org/2021.dravidianlangtech-1.31/)**Shi Chen, Bing Kong
52. **[indicnlp@kgp at DravidianLangTech-EACL2021: Offensive Language Identification in Dravidian Languages ↗](https://aclanthology.org/2021.dravidianlangtech-1.48/)**Kushal Kedia, Abhilash Nandy
53. **[professionals@DravidianLangTech-EACL2021: Malayalam Offensive Language Identification - A Minimalistic Approach ↗](https://aclanthology.org/2021.dravidianlangtech-1.23/)**Srinath Nair, Dolton Fernandes
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