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Home/Authors/Shamanth Kuthpadi

Shamanth Kuthpadi

2 indexed papers

Recent (6 mo)
2
With code
0
Influential cites
0
Benchmarked
0

Publications per year

2
26

Top categories

AI×2Info Retrieval×1ML×1Multimedia×1NLP×1

Frequent co-authors

Srikar Prabhas Kandagatla1×
Sreehitha R. Narayana1×
Chandana Magapu1×
Swetha Mohan1×
Hongjie Chen1×
Ryan A. Rossi1×

Research Timeline

2026
Hallucination Detection-Guided Preference Optimization for Clinical Summarization

The paper introduces two methods, ermodel and ermodel, to significantly reduce hallucinations in clinical summarization by using hallucination detectors to guide iterative revisions and subsequently fine-tuning models on these corrected trajectories.

Multimodal Music Recommendation System using LLMs

The paper proposes a novel multimodal framework for session-based music recommendation that jointly models audio, lyric, and semantic content signals within a unified LLM-based sequential reasoning system.

Highlighted terms show continued research focus across papers

Papers

cs.IRcs.AIcs.LGRecentMay 28, 2026

Multimodal Music Recommendation System using LLMs

Srikar Prabhas Kandagatla, Sreehitha R. Narayana, Chandana Magapu, Swetha Mohan +5 more

The paper proposes a novel multimodal framework for session-based music recommendation that jointly models audio, lyric, and semantic content signals within a unified LLM-based sequential reasoning sy…

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cs.CLcs.AIRecentMay 27, 2026

Hallucination Detection-Guided Preference Optimization for Clinical Summarization

Shamanth Kuthpadi Seethakantha, Dung Ngoc Thai, Vara Prasad Gudi, Simran Tiwari +5 more

The paper introduces two methods, ermodel and ermodel, to significantly reduce hallucinations in clinical summarization by using hallucination detectors to guide iterative revisions and subsequently…

View →