Author

Lei Li

h-index 0 View on Semantic Scholar

We have 3 of 3 papers

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Review Open access Aug 2026

A Standardized Framework for Evaluating Language Quality of Chinese Large Language Models

Chinese large language models (CLLMs) are rapidly transitioning from research to deployed infrastructure across multiple sectors. Yet current evaluation practice remains fragmented and benchmark-centric, conflating language quality with general capability and weakening comparability across models. This is especially cr...

Aijia Zhong, Lei Li · Journal of ICT Standardizati... · 0 citations

Review Aug 2026

How Do Agents Fail on AutoResearch: End-to-End Diagnostic Evaluation on 100 Real-World Frontier Research Tasks

AutoResearchEval, featuring 100 tasks grounded in published frontier science across 7 scientific domains and the full research lifecycle, and ARFT, a framework of 45 empirically-grounded failure patterns to enable scalable fine-grained attribution, are introduced.

Yanlin Fei, Nazhou Liu, Xinmiao Yu et al. · 2 citations · ⚡1

#artificial intelligence Review Aug 2026

Reconstruction: A Blind Benchmark for Recovering Research Ideas from Pre-Publication Bibliographies

Reconstruction is introduced, a blind idea-recovery benchmark that withholds the seed paper and all contemporaneous or future literature, and asks models to propose hypotheses that an independent large language model judge matches against the held-out ground-truth idea.

Shao-Long Chen, Yanlin Fei, Nazhou Liu et al. · 0 citations