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Malaikannan Sankarasubbu
Malaikannan Sankarasubbu
Chief Technology Officer
saama.com üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Medmcqa: A large-scale multi-subject multi-choice dataset for medical domain question answering
A Pal, LK Umapathi, M Sankarasubbu
Conference on health, inference, and learning, 248-260, 2022
4312022
Multi-label text classification using attention-based graph neural network
A Pal, M Selvakumar, M Sankarasubbu
arXiv preprint arXiv:2003.11644, 2020
1402020
Med-halt: Medical domain hallucination test for large language models
A Pal, LK Umapathi, M Sankarasubbu
arXiv preprint arXiv:2307.15343, 2023
1312023
BioELECTRA: pretrained biomedical text encoder using discriminators
KR Kanakarajan, B Kundumani, M Sankarasubbu
Proceedings of the 20th workshop on biomedical language processing, 143-154, 2021
1312021
Federated learning for healthcare domain-pipeline, applications and challenges
M Joshi, A Pal, M Sankarasubbu
ACM Transactions on Computing for Healthcare 3 (4), 1-36, 2022
1282022
Pay attention to the cough: Early diagnosis of COVID-19 using interpretable symptoms embeddings with cough sound signal processing
A Pal, M Sankarasubbu
Proceedings of the 36th Annual ACM Symposium on Applied Computing, 620-628, 2021
962021
Openbiollms: Advancing open-source large language models for healthcare and life sciences
A Pal, M Sankarasubbu
Hugging Face, 2024
432024
Gemini goes to med school: exploring the capabilities of multimodal large language models on medical challenge problems & hallucinations
A Pal, M Sankarasubbu
Proceedings of the 6th Clinical Natural Language Processing Workshop, 21-46, 2024
302024
Saama AI research at SemEval-2023 Task 7: exploring the capabilities of Flan-T5 for multi-evidence natural language inference in clinical trial data
KR Kanakarajan, M Sankarasubbu
Proceedings of the 17th International Workshop on Semantic Evaluation …, 2023
172023
Convolutional neural networks in classifying cancer through DNA methylation
S Chatterjee, A Iyer, S Avva, A Kollara, M Sankarasubbu
arXiv preprint arXiv:1807.09617, 2018
162018
Data-driven multi-valley dark solitons of multi-component Manakov model using physics-informed neural networks
M Jaganathan, TA Bakthavatchalam, M Vadivel, S Murugan, G Balu, ...
Chaos, Solitons & Fractals 172, 113509, 2023
152023
Bayesian optimization of Bose-Einstein condensates
TA Bakthavatchalam, S Ramamoorthy, M Sankarasubbu, R Ramaswamy, ...
Scientific Reports 11 (1), 5054, 2021
102021
Symspell and lstm based spell-checkers for tamil
S Murugan, TA Bakthavatchalam, M Sankarasubbu
Tamil Internet Conference 11, 2020
102020
Primer on solving differential equations using machine learning techniques
TA Bakthavatchalam, S Murugan, S Ramamoorthy, M Sankarasubbu, ...
Romanian Reports in Physics 74, 113, 2022
72022
BioSimCSE: BioMedical sentence embeddings using contrastive learning
KR Kanakarajan, B Kundumani, A Abraham, M Sankarasubbu
Proceedings of the 13th International Workshop on Health Text Mining and …, 2022
62022
Small-bench nlp: Benchmark for small single gpu trained models in natural language processing
KR Kanakarajan, B Kundumani, M Sankarasubbu
arXiv preprint arXiv:2109.10847, 2021
62021
Saama research at mediqa 2019: Pre-trained biobert with attention visualisation for medical natural language inference
KR Kanakarajan, S Ramamoorthy, V Archana, S Chatterjee, ...
Proceedings of the 18th BioNLP Workshop and Shared Task, 510-516, 2019
52019
Compositional attention networks for interpretability in natural language question answering
M Selvakumar, S Ramamoorthy, V Archana, M Sankarasubbu
arXiv preprint arXiv:1810.12698, 2018
42018
PHI Scrubber: A Deep Learning Approach
MS A Dilip, Kamal Raj K
Arxiv.org, 2018
4*2018
Saama Technologies at BioLaySumm: Abstract based fine-tuned models with LoRA
H Kim, KR Kanakarajan, M Sankarasubbu
Proceedings of the 23rd Workshop on Biomedical Natural Language Processing …, 2024
22024
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