Soham Shah
2 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
Top co-authors
Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Application Areas
(2)
Core AI
(2)
Generation
(2)
Applications
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
large language model
(2)
knowledge distillation
(1)
language model
(1)
retrieval-augmented generation
(1)
model routing
(1)
inference cost
(1)
cost optimization
(1)
script knowledge
(1)
cascade inference
(1)
script generation
(1)
taxonomy-guided selection
(1)
confidence-based routing
(1)
confidence-based cascade
(1)
constrained language planning
(1)
goal-oriented planning
(1)
cost accuracy tradeoff
(1)
model selection
(1)
cascaded inference
(1)