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Sathwik Tejaswi
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DeepSRGM--Sequence Classification and Ranking in Indian Classical Music with Deep Learning
ST Madhusudhan, G Chowdhary
Proceedings of the 20th International Society for Music Information …, 2019
33*2019
Enhancing Alignment using Curriculum Learning & Ranked Preferences
P Pattnaik, R Maheshwary, K Ogueji, V Yadav, ST Madhusudhan
Findings of the Association for Computational Linguistics: EMNLP 2024, 12891 …, 2024
10*2024
Tonic independent Raag classification in Indian classical music
ST Madhusdhan, G Chowdhary
Workshop on Modeling and Decision-Making in the Spatiotemporal Domain, 32nd …, 2018
62018
Do llms know when to not answer? investigating abstention abilities of large language models
N Madhusudhan, ST Madhusudhan, V Yadav, M Hashemi
The 31st International Conference on Computational Linguistics (COLING), 2025
42025
M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models
R Maheshwary, V Yadav, H Nguyen, K Mahajan, ST Madhusudhan
Nations of the Americas Chapter of the Association for Computational …, 2025
32025
Operational modeling and optimization system for a natural language understanding (NLU) framework
R Sharma, E Sapugay, ST Madhusudhan, AK Madamala, H Subramani, ...
US Patent 12,175,196, 2024
32024
Domain-aware vector encoding (dave) system for a natural language understanding (nlu) framework
ST Madhusudhan, E Sapugay, SS Sunkara
US Patent App. 17/579,052, 2022
22022
Variable Layer-Wise Quantization: A Simple and Effective Approach to Quantize LLMs
RG Dumitru, V Yadav, R Maheshwary, PI Clotan, ...
arXiv e-prints, arXiv: 2406.17415, 2024
1*2024
Framework for Evaluation of Document Summarization Models
ST Madhusudhan, A Sreeram
US Patent App. 17/903,361, 2024
12024
Exploring deep learning based methods for information retrieval in Indian classical music
ST Madhusudhan
University of Illinois at Urbana-Champaign, 2019
12019
AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding
A Masry, JA Rodriguez, T Zhang, S Wang, C Wang, A Feizi, AK Suresh, ...
arXiv preprint arXiv:2502.01341, 2025
2025
Concept system for a natural language understanding (NLU) framework
J Park, E Sapugay, PBK Nivarthi, M Iida, ST Madhusudhan
US Patent 12,197,869, 2025
2025
BigDocs: An Open and Permissively-Licensed Dataset for Training Multimodal Models on Document and Code Tasks
J Rodriguez, X Jian, SS Panigrahi, T Zhang, A Feizi, A Puri, A Kalkunte, ...
The Thirteenth International Conference on Learning Representations (ICLR), 2025
2025
SynthCypher: A Fully Synthetic Data Generation Framework for Text-to-Cypher Querying in Knowledge Graphs
A Tiwari, SKR Malay, V Yadav, M Hashemi, ST Madhusudhan
Nations of the Americas Chapter of the Association for Computational …, 2025
2025
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