Kiran Kate
12 papers · 2021–2026 · 7 conferences · across top CS/AI conferences
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EACL (2)
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ACL (1)
NAACL (1)
NIPS (1)
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Keywords
large language model
(4)
autonomous agent
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tool calling
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prompt engineering
(2)
automated machine learning
(2)
natural language processing
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causal reasoning
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algorithmic fairness
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model robustness
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hyperparameter optimization
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information extraction
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ensemble learning
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machine learning
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document analysis
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decision making
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bias mitigation
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hyperparameter tuning
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tool use
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text classification
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model selection
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Papers
How Good Are LLMs at Processing Tool Outputs?
EACL 2026
Live API-Bench: 2500+ Live APIs for Testing Multi-Step Tool Calling
EACL 2026
Generating OpenAPI Specifications from Online API Documentation with Large Language Models
ACL 2025
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls
EMNLP 2025
Towards LLMs Robustness to Changes in Prompt Format Styles
NAACL 2025
Training and Cross-Validating Machine Learning Pipelines with Limited Memory
AUTOML 2024
Towards large language model-based personal agents in the enterprise: Current trends and open problems
EMNLP 2023
CodeStylist: A System for Performing Code Style Transfer Using Neural Networks
AAAI 2023
Searching for Fairer Machine Learning Ensembles
AUTOML 2023
Pipeline Combinators for Gradual AutoML
NIPS 2021
Thinking Fast and Slow in AI
AAAI 2021
AutoText: An End-to-End AutoAI Framework for Text
AAAI 2021