Saravan Rajmohan
4 papers in the PaperMetrix corpus
Papers by this author
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PACE-LM: Prompting and Augmentation for Calibrated Confidence Estimation with GPT-4 in Cloud Incident Root Cause Analysis
2023 · arXiv (Cornell University)
Major cloud providers have employed advanced AI-based solutions like large language models to aid humans in identifying the root causes of cloud incidents. Despite the growing prevalence of AI-driven assistants in the root cause analysis …
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AllHands: Ask Me Anything on Large-scale Verbatim Feedback via Large Language Models
2024 · arXiv (Cornell University)
Verbatim feedback constitutes a valuable repository of user experiences, opinions, and requirements essential for software development. Effectively and efficiently extracting valuable insights from such data poses a challenging task. This paper introduces Allhands , an …
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CARMO: Dynamic Criteria Generation for Context-Aware Reward Modelling
2024 · arXiv (Cornell University)
Reward modeling in large language models is susceptible to reward hacking, causing models to latch onto superficial features such as the tendency to generate lists or unnecessarily long responses. In reinforcement learning from human feedback …
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Skeleton-Guided-Translation: A Benchmarking Framework for Code Repository Translation with Fine-Grained Quality Evaluation
2025 · arXiv (Cornell University)
The advancement of large language models has intensified the need to modernize enterprise applications and migrate legacy systems to secure, versatile languages. However, existing code translation benchmarks primarily focus on individual functions, overlooking the complexities …