Figure 2 - uploaded by Zhenghao Wu
Content may be subject to copyright.
Examining hyperparameter ℵ on the AEG dataset. ROUGE-L F1 scores and Length Variance V ar of different models under different ℵ are shown (ℵ = 2, 10, 50, 250).
Source publication
Contexts in source publication
Context 1
... suggests that the adding of LenAtten can boost language model performance. Figure 2 shows the length controllability becomes better as the increase of ℵ, with no harm to the ROUGE-L scores. ...
Similar publications
Understanding how two datasets differ can help us determine whether one dataset under-represents certain sub-populations, and provides insights into how well models will generalize across datasets. Representative points selected by a maximum mean discrepancy (MMD) coreset can provide interpretable summaries of a single dataset, but are not easily c...
More than 30 inflationary models are confronted with the recently improved limit on the tensor-to-scalar ratio presented by the Planck team. I show that a few more models are falsified due to this sharper restriction. Additionally, I discuss possible consequences of CMB-S4 observations for these inflationary models. The results are summarized in a...
This chapter summarizes and concludes the contribution of this thesis in Section 6.1 and Section 6.2, respectively. Section 6.3 provides an overview of future work projects.