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Papers by Weikai Xie

Findings

2025.findings-emnlp

large language models
DroidCall
Qwen2.5-3B
Gemma2-2B fine-tuned
GPT-4o
fine-tuned models
Android intent invocation process
natural language understanding
Android Intent invocation
Android intent invocation

2025

Semantic Text Processing

1 papers

DroidCall: A Dataset for LLM-powered Android Intent Invocation (2025.findings-emnlp)

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Weikai Xie, Li Zhang, Shihe Wang, Rongjie Yi, Mengwei Xu

Semantic Text Processing

Challenge:	We present DroidCall, the first training and testing dataset for accurate Android intent invocation.
Approach:	We introduce DroidCall, the first training and testing dataset for accurate Android intent invocation.
Outcome:	The proposed dataset provides a training and testing pipeline for Android intent invocation.

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