Balaji Ganesan
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
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Research topics
Keywords
large language model
(4)
confidence estimation
(2)
uncertainty quantification
(2)
chain-of-thought prompting
(1)
query language
(1)
statistical test
(1)
natural language interface
(1)
function calling
(1)
query generation
(1)
natural language query
(1)
api integration
(1)
react prompting
(1)
data retrieval
(1)
similarity-based aggregation
(1)
rest api
(1)
black-box method
(1)
graphql schema
(1)
sequential api
(1)
sequential calling
(1)
graphql generation
(1)
Papers
SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models
EMNLP 2025
The Consistency Hypothesis in Uncertainty Quantification for Large Language Models
UAI 2025
LLM-powered GraphQL Generator for Data Retrieval
IJCAI 2024
Sequential API Function Calling Using GraphQL Schema
EMNLP 2024