Desong Meng — accepted AI-conference papers

2025

ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents

Haiyang SHEN, Yue Li, Desong Meng, Dongqi Cai, Sheng Qi, Li Zhang +2

ICLR 2025poster

Recent advancements in integrating large language models (LLMs) with application programming interfaces (APIs) have gained significant interest in both academia and industry. Recent work demonstrates that these API-based agents exhibit relatively strong autonomy and planning capabilities. However, t…

Cited by 9 Source ↗PDF ↗code ↗Scholar ↗

2024

Unleashing Large Language Models’ Proficiency in Zero-shot Essay Scoring

Sanwoo Lee, Yida Cai, Desong Meng, Ziyang Wang, Yunfang Wu

EMNLP 2024finding

Advances in automated essay scoring (AES) have traditionally relied on labeled essays, requiring tremendous cost and expertise for their acquisition. Recently, large language models (LLMs) have achieved great success in various tasks, but their potential is less explored in AES. In this paper, we sh…

Cited by 7 Source ↗PDF ↗Scholar ↗