📰 Workshop on Speech, Vision, and Language Technologies for Dravidian Languages 2026: all accepted papers

71 papers · the most cited first · ← Workshop on Speech, Vision, and Language Technologies for Dravidian Languages 2026

1. AITamilDialect@DravidianLangTech 2026: Zero-Shot Whisper and Wav2Vec2 Embedding-Based Tamil Speech Recognition and Dialect Classification. ↗Varalakshmi K, Bharathi B
2. AbuseDetect_Alchemists@DravidianLangTech 2026: A Weighted Transformer Ensemble for Detecting Abusive Tamil Text Targeting Women ↗Meclin A Francis, Jyoti Kumari, Vinay Babu Ulli et al.
3. Abusive Content Detection in Telugu-English Code-Mixed Social Media Using Hybrid Transformer ArchitecturesBojja Revanth Reddy, Sivaiah Bellamkondaour summary
4. Azrael@DravidianLangTech 2026:Dialect-Sensitive Automatic Speech Recognition and Classification for Tamil ↗Janish Andrin J, Mohammed Sahil, Saranya S
5. Beyond Benchmark Accuracy: Robustness Evaluation of Hinglish Sentiment ModelsChennuru Rahul, Kolawole Adebayoour summary
6. ByteBreaker@DravidianLangTech 2026: XLM-RoBERTa Large with Sliding-Window Chunking and Top-K Mean Pooling for Writing Style ClassificationChava Srinivasa Sai, R Vinay Kumar, Jigeesha Sai Surapaneni et al.our summary
7. ByteBuilders@DravidianLangTech 2026: Transformer-Based Weighted Ensemble for Political Multiclass Sentiment Analysis of Tamil X (Twitter) CommentsMitharshana T V, Shanthi S, Lavana V et al.our summary
8. CHMOD_777@DravidianLangTech 2026: Context-Aware Fine-tuned MuRIL for Abusive Tamil Text Detection on Social Media ↗Arunaggiri Pandian Karunanidhi, Prabalakshmi Arumugam
9. CHMOD_777@DravidianLangTech 2026: LLM Augmented Transformer Fine-tuning for Tamil Political Sentiment Analysis ↗Arunaggiri Pandian Karunanidhi, Prabalakshmi Arumugam
10. CHMOD_777@DravidianLangTech 2026: Tamil-Adapted Whisper and MMS for Dialect Speech Recognition and Classification ↗Arunaggiri Pandian Karunanidhi, Prabalakshmi Arumugam
11. CUET-2567@DravidianLangTech-ACL 2026: Multimodal Stance and Target Identification in Dravidian Political Memes ↗Arka Dutta, Anindya Majumder, Adnan Faisal et al.
12. CUET_InferX@DravidianLangTech 2026: Shared Task on Dialect Based Speech Recognition and Classification in TamilMd. Ashraful Islam Semon, Jihadul Islam, Ratnajit Dhar et al.our summary
13. CUET_SYNTHETICA@DravidianLangTech 2026: Multi Architecture Transformer Ensemble for Detecting Abusive Tamil Text Targeting WomenMiftahul Jannat Rishta, Sumaiya Zaman, Shiti Chowdhury et al.our summary
14. CUET_SYNTHETICA@DravidianLangTech 2026: Multilingual Transformer Based Hope Speech Detection for Coarse and Fine-Grained Classification in TuluSumaiya Zaman, Miftahul Jannat Rishta, Shiti Chowdhury et al.our summary
15. CYBERPUNK@DravidianLangTech 2026: Multimodal Political Meme Classification using CLIP and Logo Similarity ↗Shahad Abir
16. Cascaded Modular or End-to-End? : An Investigation on Speech-to-Speech Translation Task for Dravidian LanguagesBhavana Nali, Abhik Janaour summary
17. Cuet Yet Another Baseline@DravidianLangTech 2026: Shared Task on Prompt Recovery for LLM in Telugu ↗Rotna Dipika Debnath, Shahrin Afroz Hoque Ruhi, Ayesha Labiba et al.
18. Cuet_Neural_Navigators@DravidianLangTech 2026: Depression Detection from Malayalam and Tamil Speech using Self-Supervised Acoustic Models ↗Shuva Dey, Abir Dey, Sha Newaz Mahmud et al.
19. DLRG@DravidianLangTech 2026: Dual-Purpose Whisper Adaptation for Tamil Dialect Identification and Dialectal Speech Recognition ↗Gulisetty Abhinav, Tanisha Nanda, Ramesh Kannan R et al.
20. DLRG@DravidianLangTech 2026: Explainable Transformer-Based Detection of Abusive Tamil Text Targeting Women on Social MediaMirudhula Sankar, Ratnavel Rajalakshmiour summary
21. DPR@DravidianLangTech 2026: Transformer-Based Abusive Content Detection for Tamil Text Targeting Women on Social MediaDiya Prakash, Praveen Kumar S, R Ranjith Kumar et al.our summary
22. Dialectmind@DravidianLang Tech 2026: Zero-Shot Dialectal Tamil Automatic Speech Recognition Using a Large Pretrained Conformer Model ↗Gayathri.K, Bharathi B
23. Dravid-Tech-Builders@DravidianLangTech 2026: A Comparative Study of Classical and Deep Learning Approaches for Tamil Dialect Classification and Speech Recognition ↗Naveen A, Karthiyayini P, Kalaivani K S
24. ERROR_500@DravidianLangTech2026: Automatic Prompt Style Classification in Telugu Using Transformer-Based Language Models ↗Mahashweta Manjari Barua, Tasnia Khanam, Nuzha Saifa Rahmat et al.
25. FLAICOL: Flip-Point-Led Augmentation for Imbalanced Code-Mixed Offensive Language DetectionDanish Mohammed, Vidhya Kamakshiour summary
26. Findings in Tamil Dialect Speech Recognition and Classification ↗Bharathi B, Bharathi Raja Chakravarthi, Shunmuga Priya Muthusamy Chinnan et al.
27. Findings of the Shared Task on Hope Speech Detection in Tulu ↗Thenmozhi Durairaj, Anusha M D Gowda, Raksha Adyanthaya et al.
28. From Comments to Harm: A Findings Report on Abusive Tamil Text Targeting Women on Social Media Shared TaskBhuvaneswari Sivagnanam, Kathiravan Pannerselvam, Jananayagan et al.our summary
29. HNK@DravidianLangTech 2026: Investigating Grapheme-Level Normalization for Abusive Tamil Text ClassificationHanish Vigneshwar R, Nahul Alaguraj, Karthikeyan Manimaran et al.our summary
30. Hope_Speech_Alchemists@DravidianLangTech 2026: TF-IDF SVM and XLM-RoBERTa with Focal Loss for Hope Speech Detection in Tulu ↗Joel Johnson, Meclin A Francis, Jyoti Kumari et al.
31. IIITK_SpeechScape@DravidianLangTech 2026: Dialect based speech recognition and classification using Speech Foundation Models and Deep Learning TechniquesG Srishtik Sekar, Harissh Ragav Dhamodaran, Kishore Shankar S et al.our summary
32. IndiLangTech@DravidianLangTech 2026: Hierarchical Modeling for Multi-Level Political Meme Classification ↗Saurabh Kumar, Vivekananda G, Ranbir Singh Sanasam et al.
33. JerinWarriors@DravidianLangTech 2026: A Two-Stream Cross-Attention Approach for Prompt Recovery in Telugu ↗Savith A, Wordson Robert, Jerin Mahibha C et al.
34. KEC'S CODE CRAFTERS@DravidianLangTech 2026: Abusive Tamil Text Detection Targeting Women on Social MediaNivetha, Nethrasri S, Malliga Subramanianour summary
35. LIMP: Linguistically-Informed Multi-Strategy Prompting for Telugu Multi-Turn Dialogue Generation ↗Arjungopal Anilkumar, Suryansh Ram Menon, Divagar S et al.
36. Lannisters@DravidianLangTech 2026: A Comparative and Ablation Study of Multilingual Transformers for Gender-Targeted Abuse Detection in Tamil Social Media PlatformsKalaivani K S, Jaisanth K, Nandhini Bour summary
37. MUCS@Dravidianlangtech@ACL2026: Hope Speech Detection in Code-Mixed Tulu Language Using Multiple FeaturesHosahalli Lakshmaiah Shashirekha, Rachana Aour summary
38. Mano_sub@DravidianLangTech 2026: Article-Aware Batching and Discriminative Fine-Tuning of MuRIL for Telugu Prompt-Style ClassificationManohar Sita Rama Madhurapantula, Seshu Babu Pulagaraour summary
39. MedHastra@DravidianLangTech 2026: Piecewise Style Classification for Telugu Prompt Recovery Using XLM-RoBERTa ↗Shruti Chandrasekar, Vedajanaani R S, Vijayalakshmi P
40. NITC-HSR@DravidianLangTech 2026: Ensembling Multilingual Transformer Models for Detecting Abusive Tamil Text Targeting Women on Social Media ↗Rameez Mohammed A, S D Madhu Kumar
41. Overview of the Shared Task on Multilevel Political Meme Classification in Tamil and MalayalamSaranya Rajiakodi, Shunmuga Priya Muthusamy Chinnan, Premjith B et al.our summary
42. PhucNguyen@DravidianLangTech 2026: Political Multiclass Sentiment Analysis with XLM-RoBERTa and Low-Rank AdaptationDinh Khac Phuc Nguyen, Thìn Đặng Vănour summary
43. PolyTicsTamil_Alchemists@DravidianLangTech@ACL 2026: An Augmentation-Driven Focal Ensemble Model for Political Sentiment Analysis in Tamil ↗Jyoti Kumari, Meclin A Francis, Vinay Babu Ulli et al.
44. PrimeLine@DravidianLangTech 2026: Abusive Tamil Comment Detection Using MuRILRithikaa V, S.Sumathi, Nithya Varshini C N R et al.our summary
45. PrimeLine@DravidianLangTech 2026: Hope Speech Detection in Tulu Using XLM-RoBERTa for Coarse and Fine-Grained ClassificationRithikaa V, S.Sumathi, Sanjay Krishnan K et al.our summary
46. RMS@DravidianLangTech 2026: Multimodal Gated Fusion for Hierarchical Tamil Political Meme Classification ↗Md. Ajwad Hossain
47. SERENE@DravidianLangTech 2026: Multimodal Approaches for Depression Detection in Dravidian Speech: Acoustic, Spectrogram, and Transformer-Based ModelsTT Pranesh, K.K.Thamizhmathi, S Vigneshwaran et al.our summary
48. SJM_MINDS@DravidianLangTech@ACL2026: Machine Learning Approaches for Hope Speech Detection in Code-Mixed TuluHosahalli Lakshmaiah Shashirekha, Manjula, Jayashree Krishnaour summary
49. SSN_HopeNetters@DravidianLangTech 2026: Multi-Level Hope Speech Detection using XLM-RoBERTa ↗Moogambigai A, Bharathi B, Nikhil Karthik S et al.
50. SUPERNOVA@DravidianLangTech 2026: Transformer and Ensemble Approaches for Abusive Tamil Text Detection Targeting Women ↗Kiruthika K, Roahiyaa T, Premjith B
51. SYNAPSE@DravidianLangTech 2026: Multi-Level Political Meme Classification for Tamil and Malayalam ↗Suriya KP, Durai Singh K, Gnanasabesan G et al.
52. Semantica@DravidianLangTech 2026: Vision-Language Models for Hierarchical Political Meme Classification in Tamil and MalayalamJunain Uddin, Rahul Datta, Taha Ibne Abdullah et al.our summary
53. Shared Task on Depression Detection from Malayalam and Tamil Speech Data ↗Jyothish Lal G, Premjith B, Bharathi Raja Chakravarthi et al.
54. Shared Task on Prompt Style Recovery for Large Language Models in Telugu ↗Premjith B, Jyothish Lal G, Bharathi Raja Chakravarthi et al.
55. Still Loading@DravidianLangTech 2026: Telugu Prompt-Style Recovery using Multilingual TransformersSamonwita Sarker, Isnat Mehrin Sami, Priyontee Mojumder et al.our summary
56. TAMILGOODBADTXT@DravidianLangTech 2026:A Multilingual Transformer-Based Approach for Abusive Language Identification in Tamil Social Media ↗Varalakshmi K, Bharathi B
57. TamilEcho_Political@DravidianLangTech 2026: Hybrid XLM-RoBERTa with Sarcasm-Aware Feature Fusion for Political Multiclass Sentiment Analysis in Tamil X ↗Kanimozhi Selvi C S, Inigashree N S, Kavinraj J et al.
58. TamilMayangoliSpell: An Open-Source Neural Framework for Context-Sensitive Mayangoli Error Correction in TamilYazhmozhi V M, Annalu Waller, Jacky Visserour summary
59. TamilPoliSent 2026: A Shared Task report on Multiclass Political Sentiment Analysis in TamilMani Vegupatti, Kishore Kumar Ponnusamy, Bharathi Raja Chakravarthi et al.our summary
60. TamilTok: Morphologically-Informed Tokenization for TamilSurendhar Muthukumar, Aaricia Herygers, Lisa Beinbornour summary
61. TamilVoiceLab@DravidianLangTech 2026: Investigating Whisper Tamil Large-v2 for Dialectal Tamil Speech RecognitionS.B.Priya, Bharathi Bour summary
62. Team Oryu@DravidianLangTech 2026: A Multilingual Transformer Approach for Hope Speech Detection in Code-Mixed TuluJoyeta Barua Moni, Noore Tamanna Orny, Md. Abtahee Kabir et al.our summary
63. Team_One@DravidianLangTech 2026: A Gated Multimodal Architecture for Multi-Level Stance and Target Detection in Malayalam Political Memes ↗Nimisha M Iyer, Ashmi S N, Balasubramanian Palani et al.
64. Thiruppugazh-KG Dataset: A Manually Annotated Resource for Computational Analysis of Tamil Devotional Literature ↗Garthigan Kumarasamy, Jubeerathan Thevakumar, Sathurgini Uthayakumar et al.
65. Trailblazer@DravidianLangTech 2026: A Comparative Study of TF-IDF SVM and XLM-RoBERTa for Political Multiclass Text Classification. ↗Anuradha C, Anbuaruvi R, Shanthi Murugan
66. TriVector@DravidianLangTech 2026: Abusive Tamil Text Detection on Social Media Using Lexicon-Augmented TransformersOarisa Rebayet, Tahmima Hoque Eid, Fawzia Tabassum et al.our summary
67. TriVector@DravidianLangTech 2026: Depression Detection from Tamil and Malayalam Speech with Speaker-Independent Evaluation using MFCC and Wav2Vec2 ↗Tahmima Hoque Eid, Fawzia Tabassum, Oarisa Rebayet et al.
68. VITECH@DravidianLangTech2026: Prompting and LoRA Adaptation for Tamil Abusive Language Detection - A Comparative Study of Open LLMs ↗Triambiga Krubhakaran, Senthil Kumar B, Kaviya Nagarajan et al.
69. Wave2Word@DravidianLangTech 2026: WhisTam: A unified framework for dialect based Tamil speech recognition and classificationRuwad Naswan, Shadab Tanjeed Ahmadour summary
70. Wise@DravidianLangTech 2026: Dialect-Aware Tamil Speech Classification and Recognition via Cross-Pipeline Embedding TransferGanesh Sundhar S, Hari Krishnan N, Gnanasabesan G et al.our summary
71. cantnlp@DravidianLangTech 2026: organic domain adaptation improves multi-class hope speech detection in Tulu ↗Andrew Li, Sidney Wong

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