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Amit Sharma

DeduCE: Deductive Consistency as a Framework to Evaluate LLM Reasoning

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Apr 09, 2025
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Contrasting Low and High-Resolution Features for HER2 Scoring using Deep Learning

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Mar 28, 2025
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Plan$\times$RAG: Planning-guided Retrieval Augmented Generation

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Oct 28, 2024
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On the Necessity of World Knowledge for Mitigating Missing Labels in Extreme Classification

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Aug 18, 2024
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Teaching Transformers Causal Reasoning through Axiomatic Training

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Jul 10, 2024
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Optimizing Novelty of Top-k Recommendations using Large Language Models and Reinforcement Learning

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Jun 20, 2024
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Task Facet Learning: A Structured Approach to Prompt Optimization

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Jun 15, 2024
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Assessing Economic Viability: A Comparative Analysis of Total Cost of Ownership for Domain-Adapted Large Language Models versus State-of-the-art Counterparts in Chip Design Coding Assistance

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Apr 12, 2024
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Multiple Instance Learning for Glioma Diagnosis using Hematoxylin and Eosin Whole Slide Images: An Indian Cohort Study

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Mar 08, 2024
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NICE: To Optimize In-Context Examples or Not?

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Feb 16, 2024
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