67 citations · 93 across the 21 of their papers we have counts for
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cs.CL2026
What Is a Repeated Token Worth? The Scaling Geometry of Multi-Epoch Pretraining
Yekun Chai, Haoyi Xiong
As pretraining increasingly repeats data, every run faces three questions: how many epochs to take, how that number should change with model size, and whether anything besides the…
cs.CL2026
Finding the Move Is Not Winning the Game: XiangqiBench for Closed-Loop Evaluation of LLM Agents
Yekun Chai, Qiwei Peng, Haoyi Xiong
Static evaluations credit a language model for naming the right move, but an agent must carry a plan through to a verified outcome while an opponent responds. We introduce XiangqiB…
cs.CL2026★ 2 cited
ERNIE 5.0 Technical Report
Haifeng Wang, Hua Wu, Tian Wu +432
In this report, we introduce ERNIE 5.0, a natively autoregressive foundation model desinged for unified multimodal understanding and generation across text, image, video, and audio…