From the 1 of 4 linked papers with an AI index.
4 papers
IFHierBench: Hierarchical Instruction Following for Large Language Models
Yuetian Mao, Chunyang Chen
The paper introduces IFHierBench, a benchmark for evaluating how well large language models follow hierarchical, nested constraints in instruction prompts, and shows current models…
Large Language Models for Mobile GUI Text Input Generation: An Empirical Study
Chenhui Cui, Tao Li, Junjie Wang +3
Mobile apps have become essential, making quality assurance increasingly important. GUI testing is widely used for automated exploration, yet text-input components remain a major o…
From Prompts to Templates: A Systematic Prompt Template Analysis for Real-world LLMapps
Yuetian Mao, Junjie He, Chunyang Chen
Large Language Models (LLMs) have revolutionized human-AI interaction by enabling intuitive task execution through natural language prompts. Despite their potential, designing effe…
An Empirical Study on Challenges for LLM Application Developers
Xiang Chen, Chaoyang Gao, Chunyang Chen +2
In recent years, large language models (LLMs) have seen rapid advancements, significantly impacting various fields such as computer vision, natural language processing, and softwar…