Kengatharaiyer Sarveswaran
Kengatharaiyer Sarveswaran has 8 papers in our library, in 2023–2026, most of them on Language models & pretraining, Sentiment & emotion, Evaluation & benchmarks; often with Bal Krishna Bal, Hamsawardhini Rengarajan, Menan Velayuthan.
OpenAlex · ORCID · h-index 6 · 35 works · 90 citations OpenAlex, 2026-10-14
📄 8 works in our library · 🔗 Cited 68 times in our library · ⭐ Paper Stars ranking: #7296
Affiliations
Fields, topics and concepts
📚 Shelves 8The field of science this work belongs to (OpenAlex fields).Computer Science · 8 worksArtificial Intelligence · 8 worksArts and Humanities · 7 worksLanguage and Linguistics · 7 worksComputer Vision and Pattern Recognition · 3 worksExperimental and Cognitive Psychology · 1 workPsychology · 1 workSignal Processing · 1 work
🧭 Topics 10Research subjects and languages the work is about.Language models & pretraining · 3 worksEvaluation & benchmarks · 2 worksTokenization & segmentation · 1 workBias, fairness & safety · 2 worksSentiment & emotion · 2 worksLow-resource languages · 1 workVision & language · 1 workTreebanks · 1 workUniversal Dependencies · 1 workSpeech & spoken language · 1 work
Works by year
2020s
Papers
- BHASA: A Holistic Southeast Asian Linguistic and Cultural Evaluation Suite for Large Language Models (2023 · 33 citations)
Most large-scale LLM benchmarks, such as HELM and BIG-bench, focus on English. Southeast Asian (SEA) languages get little systematic evaluation. BHASA addresses this gap with an evaluation suite in three parts: - Findings of the Second Workshop on Challenges in Processing South Asian Languages (CHiPSAL 2026) (2026 · 12 citations)
This report covers the second CHiPSAL workshop, held with LREC 2026. The workshop addresses the weak coverage of South Asian languages in NLP resources and LLMs. The region has about 700 languages written in more than 25 scripts. Progress is held back by scarce curated data, rich morphology, code-mixing, script… - Multimodal Hate and Sentiment Understanding in Low-Resource Text-Embedded Images for Online Safety and Digital Well-being (2026 · 12 citations)
This overview paper reports on a CHiPSAL 2026 shared task, held at LREC 2026, on moderating memes in Nepali, a widely spoken language with few resources. - Egalitarian Language Representation in Language Models: It All Begins with Tokenizers (2025 · 11 citations)
Tokenizers from English-centric LLMs handle complex abugida scripts such as Tamil, Sinhala and Hindi poorly. - A Feature-Fusion Ensemble Approach for Tamil Hate Speech Detection (2026 · 1 citation)
The paper addresses automatic detection of offensive and hateful content in Tamil social media text. The task is difficult because Tamil is low-resource and agglutinative, and online users mix it with English, Romanized spellings and slang. Standard subword tokenizers can split such insults into pieces that weaken… - Evaluating Linguistic Knowledge of LLMs in Tamil: The ILAKKANAM Benchmark (2026 · 1 citation)
Tamil is agglutinative and computationally low-resource, yet LLM evaluation for it relies mostly on multilingual suites that are often translated from English or cover few phenomena. - Aalamaram: A Large-Scale Linguistically Annotated Treebank for the Tamil Language (2024 · 1 citation)
Tamil still has little high-quality linguistically annotated data. Raw corpora and datasets for NLU and NLG tasks are growing, but there are only two UD treebanks for Tamil: TTB and MWTT. Each contains roughly 600 sentences drawn from a single source, and neither has named entity annotation. The authors built… - TaLK-Corpus: A Regionally Diverse Evaluation Set for Sri Lankan Tamil Speech (2026)
Sri Lankan Tamil has no benchmark for evaluating speech recognition. Existing Tamil ASR datasets mostly capture Indian Tamil, and the main Sri Lankan resource, EmoTa, targets emotion recognition. The authors present TaLK-Corpus, a small evaluation set organised by geography. It has one native speaker from each of 22…
Co-authors here
- Bal Krishna Bal ×2
- Hamsawardhini Rengarajan ×2
- Menan Velayuthan ×2
- Surendrabikram Thapa ×2
- Wei Qi Leong ×2
- William Chandra Tjhi ×2
- Ashwini Vaidya
- Jian Gang Ngui
- Kristina T Johnson
- Kritesh Rauniyar
- Laxmi Thapa
- Rajiv Ratn Shah
Venues
- workshop on Challenges in Processing South Asian Languages ×4: workshop on Challenges in Processing South Asian Languages 2026 ×4
- International Conference on Computational Linguistics (COLING): COLING 2025
- Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis (SPEAKABLE) @ LREC: Speech Language Models in Low-Resource Settings: Performance, Evaluation, and Bias Analysis (SPEAKABLE) @ LREC 2026
- Workshop on Indian Language Data: Resources and Evaluation: Workshop on Indian Language Data: Resources and Evaluation 2024
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