Zhengxiao Du
Zhengxiao Du
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GLM: General Language Model Pretraining with Autoregressive Blank Infilling
There have been various types of pretraining architectures including autoencoding models (e.g., BERT), autoregressive models (e.g., …
Zhengxiao Du
,
Yujie Qian
,
Xiao Liu
,
Ming Ding
,
Jiezhong Qiu
,
Zhilin Yang
,
Jie Tang
Code
Preprint
Paper
P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and Tasks
Prompt tuning, which only tunes continuous prompts with a frozen language model, substantially reduces per-task storage and memory …
Xiao Liu
,
Kaixuan Ji
,
Yicheng Fu
,
Weng Lam Tam
,
Zhengxiao Du
,
Zhilin Yang
,
Jie Tang
Code
Preprint
Paper
CogKR: Cognitive Graph for Multi-hop Knowledge Reasoning
Inferring new facts from an existing knowledge graph with explainable reasoning processes is an important problem, known as knowledge …
Zhengxiao Du
,
Chang Zhou
,
Jiangchao Yao
,
Ming Ding
,
Hongxia Yang
,
Jie Tang
Code
Preprint
Paper
POLAR++: Active One-shot Personalized Article Recommendation
We study the problem of personalized article recommendation, in particular when the user’s preference data is missing or limited, which …
Zhengxiao Du
,
Jie Tang
,
Yuhui Ding
Paper
Sequential Scenario-Specific Meta Learner for Online Recommendation
Cold-start problems are long-standing challenges for practical recommendations. Most existing recommendation algorithms rely on …
Zhengxiao Du
,
Xiaowei Wang
,
Hongxia Yang
,
Jingren Zhou
,
Jie Tang
Code
Preprint
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