3 papers
cs.AI2026
BIRD-INTERACT: Re-imagining Text-to-SQL Evaluation for Large Language Models via Lens of Dynamic Interactions
Nan Huo, Xiaohan Xu, Jinyang Li +21
Large language models (LLMs) have demonstrated remarkable performance on single-turn text-to-SQL tasks, but real-world database applications predominantly require multi-turn intera…
cs.IR2025
Accuracy Assessment of OpenAlex and Clarivate Scholar ID with an LLM-Assisted Benchmark
Renyu Zhao, Yunxin Chen
In quantitative SciSci (science of science) studies, accurately identifying individual scholars is paramount for scientific data analysis. However, the variability in how names are…
cs.IR2025
Scholar Name Disambiguation with Search-enhanced LLM Across Language
Renyu Zhao, Yunxin Chen
The task of scholar name disambiguation is crucial in various real-world scenarios, including bibliometric-based candidate evaluation for awards, application material anti-fraud me…