479 citations · 588 across the 4 of their papers we have counts for
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cs.CL2026
Trace as State: Reasoning Traces as Conditional States for Long-Context Transformers
Xu Zou, Jie Tang
Transformers process information causally, but long-context reasoning may depend on task state discovered only later. We formalize this mismatch through conditional state update ta…
cs.CL2021
Controllable Generation from Pre-trained Language Models via Inverse Prompting
Xu Zou, Da Yin, Qingyang Zhong +4
Large-scale pre-trained language models have demonstrated strong capabilities of generating realistic text. However, it remains challenging to control the generation results. Previ…
cs.CL2021
M6: A Chinese Multimodal Pretrainer
Junyang Lin, Rui Men, An Yang +22
In this work, we construct the largest dataset for multimodal pretraining in Chinese, which consists of over 1.9TB images and 292GB texts that cover a wide range of domains. We pro…