667 citations · 811 across the 12 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.IR2021★ 1 cited
Knowledge-enhanced Session-based Recommendation with Temporal Transformer
Rongzhi Zhang, Yulong Gu, Xiaoyu Shen +1
Recent research has achieved impressive progress in the session-based recommendation. However, information such as item knowledge and click time interval, which could be potentiall…
cs.LG2021★ 35 cited
PatrickStar: Parallel Training of Pre-trained Models via Chunk-based Memory Management
Jiarui Fang, Zilin Zhu, Shenggui Li +4
The pre-trained model (PTM) is revolutionizing Artificial Intelligence (AI) technology. However, the hardware requirement of PTM training is prohibitively high, making it a game fo…
cs.CL2021★ 2 cited
Neural Data-to-Text Generation with LM-based Text Augmentation
Ernie Chang, Xiaoyu Shen, Dawei Zhu +2
For many new application domains for data-to-text generation, the main obstacle in training neural models consists of a lack of training data. While usually large numbers of instan…