58 citations · 58 across the 1 of their papers we have counts for
3 papers
cs.CL2022★ 1 cited
A Self-Paced Mixed Distillation Method for Non-Autoregressive Generation
Weizhen Qi, Yeyun Gong, Yelong Shen +6
Non-Autoregressive generation is a sequence generation paradigm, which removes the dependency between target tokens. It could efficiently reduce the text generation latency with pa…
cs.CL2022
CAMERO: Consistency Regularized Ensemble of Perturbed Language Models with Weight Sharing
Chen Liang, Pengcheng He, Yelong Shen +2
Model ensemble is a popular approach to produce a low-variance and well-generalized model. However, it induces large memory and inference costs, which are often not affordable for…
cs.IR2014★ 58 cited
Semantic Modelling with Long-Short-Term Memory for Information Retrieval
H. Palangi, L. Deng, Y. Shen +5
In this paper we address the following problem in web document and information retrieval (IR): How can we use long-term context information to gain better IR performance? Unlike co…