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description: "All 71 papers of Workshop on Speech, Vision, and Language Technologies for Dravidian Languages 2026, the most cited first; those with our…"
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# 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](https://md.research.elamur.ai/free/en/venues/dravidianlangtech/2026/)

1. **[AITamilDialect@DravidianLangTech 2026: Zero-Shot Whisper and Wav2Vec2 Embedding-Based Tamil Speech Recognition and Dialect Classification. ↗](https://aclanthology.org/2026.dravidianlangtech-1.17/)**Varalakshmi K, Bharathi B
2. **[AbuseDetect_Alchemists@DravidianLangTech 2026: A Weighted Transformer Ensemble for Detecting Abusive Tamil Text Targeting Women ↗](https://aclanthology.org/2026.dravidianlangtech-1.16/)**Meclin A Francis, Jyoti Kumari, Vinay Babu Ulli et al.
3. **[Abusive Content Detection in Telugu-English Code-Mixed Social Media Using Hybrid Transformer Architectures](https://md.research.elamur.ai/free/en/papers/reddy-2026-abusive-content-detection-telugu-english/)**Bojja Revanth Reddy, Sivaiah Bellamkonda*our summary*
4. **[Azrael@DravidianLangTech 2026:Dialect-Sensitive Automatic Speech Recognition and Classification for Tamil ↗](https://aclanthology.org/2026.dravidianlangtech-1.18/)**Janish Andrin J, Mohammed Sahil, Saranya S
5. **[Beyond Benchmark Accuracy: Robustness Evaluation of Hinglish Sentiment Models](https://md.research.elamur.ai/free/en/papers/rahul-2026-beyond-benchmark-accuracy-robustness-evaluation/)**Chennuru Rahul, Kolawole Adebayo*our summary*
6. **[ByteBreaker@DravidianLangTech 2026: XLM-RoBERTa Large with Sliding-Window Chunking and Top-K Mean Pooling for Writing Style Classification](https://md.research.elamur.ai/free/en/papers/sai-2026-bytebreaker-dravidianlangtech-2026-xlm-roberta/)**Chava 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) Comments](https://md.research.elamur.ai/free/en/papers/v-2026-bytebuilders-dravidianlangtech-2026-transformer-based/)**Mitharshana 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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.22/)**Arunaggiri Pandian Karunanidhi, Prabalakshmi Arumugam
9. **[CHMOD_777@DravidianLangTech 2026: LLM Augmented Transformer Fine-tuning for Tamil Political Sentiment Analysis ↗](https://aclanthology.org/2026.dravidianlangtech-1.23/)**Arunaggiri Pandian Karunanidhi, Prabalakshmi Arumugam
10. **[CHMOD_777@DravidianLangTech 2026: Tamil-Adapted Whisper and MMS for Dialect Speech Recognition and Classification ↗](https://aclanthology.org/2026.dravidianlangtech-1.24/)**Arunaggiri Pandian Karunanidhi, Prabalakshmi Arumugam
11. **[CUET-2567@DravidianLangTech-ACL 2026: Multimodal Stance and Target Identification in Dravidian Political Memes ↗](https://aclanthology.org/2026.dravidianlangtech-1.26/)**Arka Dutta, Anindya Majumder, Adnan Faisal et al.
12. **[CUET_InferX@DravidianLangTech 2026: Shared Task on Dialect Based Speech Recognition and Classification in Tamil](https://md.research.elamur.ai/free/en/papers/semon-2026-cuet-inferx-dravidianlangtech-2026-shared/)**Md. 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 Women](https://md.research.elamur.ai/free/en/papers/rishta-2026-cuet-synthetica-dravidianlangtech-2026-multi/)**Miftahul 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 Tulu](https://md.research.elamur.ai/free/en/papers/zaman-2026-cuet-synthetica-dravidianlangtech-2026-multilingual/)**Sumaiya Zaman, Miftahul Jannat Rishta, Shiti Chowdhury et al.*our summary*
15. **[CYBERPUNK@DravidianLangTech 2026: Multimodal Political Meme Classification using CLIP and Logo Similarity ↗](https://aclanthology.org/2026.dravidianlangtech-1.31/)**Shahad Abir
16. **[Cascaded Modular or End-to-End? : An Investigation on Speech-to-Speech Translation Task for Dravidian Languages](https://md.research.elamur.ai/free/en/papers/nali-2026-cascaded-modular-or-end-end/)**Bhavana Nali, Abhik Jana*our summary*
17. **[Cuet Yet Another Baseline@DravidianLangTech 2026: Shared Task on Prompt Recovery for LLM in Telugu ↗](https://aclanthology.org/2026.dravidianlangtech-1.25/)**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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.28/)**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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.33/)**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 Media](https://md.research.elamur.ai/free/en/papers/sankar-2026-dlrg-dravidianlangtech-2026-explainable-transformer/)**Mirudhula Sankar, Ratnavel Rajalakshmi*our summary*
21. **[DPR@DravidianLangTech 2026: Transformer-Based Abusive Content Detection for Tamil Text Targeting Women on Social Media](https://md.research.elamur.ai/free/en/papers/prakash-2026-dpr-dravidianlangtech-2026-transformer-based/)**Diya 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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.32/)**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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.36/)**Naveen A, Karthiyayini P, Kalaivani K S
24. **[ERROR_500@DravidianLangTech2026: Automatic Prompt Style Classification in Telugu Using Transformer-Based Language Models ↗](https://aclanthology.org/2026.dravidianlangtech-1.37/)**Mahashweta Manjari Barua, Tasnia Khanam, Nuzha Saifa Rahmat et al.
25. **[FLAICOL: Flip-Point-Led Augmentation for Imbalanced Code-Mixed Offensive Language Detection](https://md.research.elamur.ai/free/en/papers/mohammed-2026-flaicol-flip-point-led-augmentation/)**Danish Mohammed, Vidhya Kamakshi*our summary*
26. **[Findings in Tamil Dialect Speech Recognition and Classification ↗](https://aclanthology.org/2026.dravidianlangtech-1.9/)**Bharathi B, Bharathi Raja Chakravarthi, Shunmuga Priya Muthusamy Chinnan et al.
27. **[Findings of the Shared Task on Hope Speech Detection in Tulu ↗](https://aclanthology.org/2026.dravidianlangtech-1.10/)**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 Task](https://md.research.elamur.ai/free/en/papers/sivagnanam-2026-comments-harm-findings-report-abusive/)**Bhuvaneswari Sivagnanam, Kathiravan Pannerselvam, Jananayagan et al.*our summary*
29. **[HNK@DravidianLangTech 2026: Investigating Grapheme-Level Normalization for Abusive Tamil Text Classification](https://md.research.elamur.ai/free/en/papers/r-2026-hnk-dravidianlangtech-2026-investigating-grapheme/)**Hanish 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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.39/)**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 Techniques](https://md.research.elamur.ai/free/en/papers/sekar-2026-iiitk-speechscape-dravidianlangtech-2026-dialect/)**G Srishtik Sekar, Harissh Ragav Dhamodaran, Kishore Shankar S et al.*our summary*
32. **[IndiLangTech@DravidianLangTech 2026: Hierarchical Modeling for Multi-Level Political Meme Classification ↗](https://aclanthology.org/2026.dravidianlangtech-1.41/)**Saurabh Kumar, Vivekananda G, Ranbir Singh Sanasam et al.
33. **[JerinWarriors@DravidianLangTech 2026: A Two-Stream Cross-Attention Approach for Prompt Recovery in Telugu ↗](https://aclanthology.org/2026.dravidianlangtech-1.42/)**Savith A, Wordson Robert, Jerin Mahibha C et al.
34. **[KEC'S CODE CRAFTERS@DravidianLangTech 2026: Abusive Tamil Text Detection Targeting Women on Social Media](https://md.research.elamur.ai/free/en/papers/nivetha-2026-kec-s-code-crafters-dravidianlangtech/)**Nivetha, Nethrasri S, Malliga Subramanian*our summary*
35. **[LIMP: Linguistically-Informed Multi-Strategy Prompting for Telugu Multi-Turn Dialogue Generation ↗](https://aclanthology.org/2026.dravidianlangtech-1.5/)**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 Platforms](https://md.research.elamur.ai/free/en/papers/s-2026-lannisters-dravidianlangtech-2026-comparative-ablation/)**Kalaivani K S, Jaisanth K, Nandhini B*our summary*
37. **[MUCS@Dravidianlangtech@ACL2026: Hope Speech Detection in Code-Mixed Tulu Language Using Multiple Features](https://md.research.elamur.ai/free/en/papers/shashirekha-2026-mucs-dravidianlangtech-acl2026-hope-speech/)**Hosahalli Lakshmaiah Shashirekha, Rachana A*our summary*
38. **[Mano_sub@DravidianLangTech 2026: Article-Aware Batching and Discriminative Fine-Tuning of MuRIL for Telugu Prompt-Style Classification](https://md.research.elamur.ai/free/en/papers/madhurapantula-2026-mano-sub-dravidianlangtech-2026-article/)**Manohar Sita Rama Madhurapantula, Seshu Babu Pulagara*our summary*
39. **[MedHastra@DravidianLangTech 2026: Piecewise Style Classification for Telugu Prompt Recovery Using XLM-RoBERTa ↗](https://aclanthology.org/2026.dravidianlangtech-1.46/)**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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.48/)**Rameez Mohammed A, S D Madhu Kumar
41. **[Overview of the Shared Task on Multilevel Political Meme Classification in Tamil and Malayalam](https://md.research.elamur.ai/free/en/papers/rajiakodi-2026-overview-shared-task-multilevel-political/)**Saranya 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 Adaptation](https://md.research.elamur.ai/free/en/papers/nguyen-2026-phucnguyen-dravidianlangtech-2026-political-multiclass/)**Dinh Khac Phuc Nguyen, Thìn Đặng Văn*our summary*
43. **[PolyTicsTamil_Alchemists@DravidianLangTech@ACL 2026: An Augmentation-Driven Focal Ensemble Model for Political Sentiment Analysis in Tamil ↗](https://aclanthology.org/2026.dravidianlangtech-1.50/)**Jyoti Kumari, Meclin A Francis, Vinay Babu Ulli et al.
44. **[PrimeLine@DravidianLangTech 2026: Abusive Tamil Comment Detection Using MuRIL](https://md.research.elamur.ai/free/en/papers/v-2026-primeline-dravidianlangtech-2026-abusive-tamil/)**Rithikaa 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 Classification](https://md.research.elamur.ai/free/en/papers/v-2026-primeline-dravidianlangtech-2026-hope-speech/)**Rithikaa V, S.Sumathi, Sanjay Krishnan K et al.*our summary*
46. **[RMS@DravidianLangTech 2026: Multimodal Gated Fusion for Hierarchical Tamil Political Meme Classification ↗](https://aclanthology.org/2026.dravidianlangtech-1.53/)**Md. Ajwad Hossain
47. **[SERENE@DravidianLangTech 2026: Multimodal Approaches for Depression Detection in Dravidian Speech: Acoustic, Spectrogram, and Transformer-Based Models](https://md.research.elamur.ai/free/en/papers/pranesh-2026-serene-dravidianlangtech-2026-multimodal-approaches/)**TT 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 Tulu](https://md.research.elamur.ai/free/en/papers/shashirekha-2026-sjm-minds-dravidianlangtech-acl2026-machine/)**Hosahalli Lakshmaiah Shashirekha, Manjula, Jayashree Krishna*our summary*
49. **[SSN_HopeNetters@DravidianLangTech 2026: Multi-Level Hope Speech Detection using XLM-RoBERTa ↗](https://aclanthology.org/2026.dravidianlangtech-1.57/)**Moogambigai A, Bharathi B, Nikhil Karthik S et al.
50. **[SUPERNOVA@DravidianLangTech 2026: Transformer and Ensemble Approaches for Abusive Tamil Text Detection Targeting Women ↗](https://aclanthology.org/2026.dravidianlangtech-1.59/)**Kiruthika K, Roahiyaa T, Premjith B
51. **[SYNAPSE@DravidianLangTech 2026: Multi-Level Political Meme Classification for Tamil and Malayalam ↗](https://aclanthology.org/2026.dravidianlangtech-1.60/)**Suriya KP, Durai Singh K, Gnanasabesan G et al.
52. **[Semantica@DravidianLangTech 2026: Vision-Language Models for Hierarchical Political Meme Classification in Tamil and Malayalam](https://md.research.elamur.ai/free/en/papers/uddin-2026-semantica-dravidianlangtech-2026-vision-language/)**Junain Uddin, Rahul Datta, Taha Ibne Abdullah et al.*our summary*
53. **[Shared Task on Depression Detection from Malayalam and Tamil Speech Data ↗](https://aclanthology.org/2026.dravidianlangtech-1.13/)**Jyothish Lal G, Premjith B, Bharathi Raja Chakravarthi et al.
54. **[Shared Task on Prompt Style Recovery for Large Language Models in Telugu ↗](https://aclanthology.org/2026.dravidianlangtech-1.14/)**Premjith B, Jyothish Lal G, Bharathi Raja Chakravarthi et al.
55. **[Still Loading@DravidianLangTech 2026: Telugu Prompt-Style Recovery using Multilingual Transformers](https://md.research.elamur.ai/free/en/papers/sarker-2026-still-loading-dravidianlangtech-2026-telugu/)**Samonwita 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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.62/)**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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.61/)**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 Tamil](https://md.research.elamur.ai/free/en/papers/m-2026-tamilmayangolispell-open-source-neural-framework/)**Yazhmozhi V M, Annalu Waller, Jacky Visser*our summary*
59. **[TamilPoliSent 2026: A Shared Task report on Multiclass Political Sentiment Analysis in Tamil](https://md.research.elamur.ai/free/en/papers/vegupatti-2026-tamilpolisent-2026-shared-task-report/)**Mani Vegupatti, Kishore Kumar Ponnusamy, Bharathi Raja Chakravarthi et al.*our summary*
60. **[TamilTok: Morphologically-Informed Tokenization for Tamil](https://md.research.elamur.ai/free/en/papers/muthukumar-2026-tamiltok-morphologically-informed-tokenization-tamil/)**Surendhar Muthukumar, Aaricia Herygers, Lisa Beinborn*our summary*
61. **[TamilVoiceLab@DravidianLangTech 2026: Investigating Whisper Tamil Large-v2 for Dialectal Tamil Speech Recognition](https://md.research.elamur.ai/free/en/papers/priya-2026-tamilvoicelab-dravidianlangtech-2026-investigating-whisper/)**S.B.Priya, Bharathi B*our summary*
62. **[Team Oryu@DravidianLangTech 2026: A Multilingual Transformer Approach for Hope Speech Detection in Code-Mixed Tulu](https://md.research.elamur.ai/free/en/papers/moni-2026-team-oryu-dravidianlangtech-2026-multilingual/)**Joyeta 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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.65/)**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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.8/)**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. ↗](https://aclanthology.org/2026.dravidianlangtech-1.66/)**Anuradha C, Anbuaruvi R, Shanthi Murugan
66. **[TriVector@DravidianLangTech 2026: Abusive Tamil Text Detection on Social Media Using Lexicon-Augmented Transformers](https://md.research.elamur.ai/free/en/papers/rebayet-2026-trivector-dravidianlangtech-2026-abusive-tamil/)**Oarisa 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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.68/)**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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.69/)**Triambiga Krubhakaran, Senthil Kumar B, Kaviya Nagarajan et al.
69. **[Wave2Word@DravidianLangTech 2026: WhisTam: A unified framework for dialect based Tamil speech recognition and classification](https://md.research.elamur.ai/free/en/papers/naswan-2026-wave2word-dravidianlangtech-2026-whistam-unified/)**Ruwad Naswan, Shadab Tanjeed Ahmad*our summary*
70. **[Wise@DravidianLangTech 2026: Dialect-Aware Tamil Speech Classification and Recognition via Cross-Pipeline Embedding Transfer](https://md.research.elamur.ai/free/en/papers/s-2026-wise-dravidianlangtech-2026-dialect-aware/)**Ganesh 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 ↗](https://aclanthology.org/2026.dravidianlangtech-1.21/)**Andrew Li, Sidney Wong
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