49 citations · 58 across the 4 of their papers we have counts for
4 papers
Negation is Not Semantic: Diagnosing Dense Retrieval Failure Modes for Trade-offs in Contradiction-Aware Biomedical QA
Soumya Ranjan Sahoo, Gagan N., Sanand Sasidharan +1
Large Language Models (LLMs) have demonstrated strong capabilities in biomedical question answering, yet their tendency to generate plausible but unverified claims poses serious ri…
Efficient Biomedical Entity Linking: Clinical Text Standardization with Low-Resource Techniques
Akshit Achara, Sanand Sasidharan, Gagan N
Clinical text is rich in information, with mentions of treatment, medication and anatomy among many other clinical terms. Multiple terms can refer to the same core concepts which c…
On the Robustness of Decision Tree Learning under Label Noise
Aritra Ghosh, Naresh Manwani, P. S. Sastry
In most practical problems of classifier learning, the training data suffers from the label noise. Hence, it is important to understand how robust is a learning algorithm to such l…
Double Ramp Loss Based Reject Option Classifier
Naresh Manwani, Kalpit Desai, Sanand Sasidharan +1
We consider the problem of learning reject option classifiers. The goodness of a reject option classifier is quantified using loss function wherein a loss is…