To the best of our knowledge, however, the Transformer is the first transduction model relying entirely on self-attention to compute representations of its input and output without using sequence-aligned RNNs or convolution. In the following sections, we will describe the Transformer, motivate self-...
✔️五个任务上的实验结果,见Table 4: Single model results 实验结论:(1)文本规范化不适用于预训练;(2)预训练可以提高模型表现;(3)调整解码参数可以提高文本简化模型的表现,但是对于句子归纳和句子拆分却不重要;(4)Tags的使用对于模型是非常有效的。(❗️从表中来看,应该是对于个别任务时有效的,但不是...
determines a respective direct score for each extended hypothesis using a direct model; determines a first number of highest-scoring hypotheses according to the direct scores; rescores the first number of highest-scoring hypotheses using a noisy channel model to generate a reduced number of hypotheses...
or other sequential data. The main objective of the course is to obtain basic understanding and implementation skills for modern methods for MT and sequence transduction, including how to design models, how to learn the model parameters, how to search for the best output, and how to create tra...
The dominant graph-to-sequence transduction models employ graph neural networks for graph representation learning, where the structural information is reflected by the receptive field of neurons. Unlike graph neural networks that restrict the information exchange between immediate neighborhood, we propose a...
Programmable genome integration of large, diverse DNA cargo without DNA repair of exposed DNA double-strand breaks remains an unsolved challenge in genome editing. We present programmable addition via site-specific targeting elements (PASTE), which uses
Code for the AMR Parser in our ACL 2019 paper "AMR Parsing as Sequence-to-Graph Transduction". If you find our code is useful, please cite: @inproceedings{zhang-etal-2018-stog, title = "{AMR Parsing as Sequence-to-Graph Transduction}", author = "Zhang, Sheng and Ma, Xutai and Duh,...
To address the question whether the heterochromatin status of NORs is important for nucleolar association of the acrocentric p-arms, we used as a model the alphoidtetO-HAC carrying either a full rDNA repeat (44 kb) or a short proximal DJ fragment (43 kb). As has been shown previously, the...
In the fasttext model, the scoring function will be based on the vector representation of k-mers (2 ≤ k ≤ 6) that exist in textual units (PPE units in this case), \(s({w}_{t},{w}_{c})={\sum }_{x\in {{\mathscr{S}}}_{{w}_{t}}}\,{v}_{x}^{\top }{...
The RssAB two-component signal transduction system in Serratia marcescens regulates swarming motility and cell envelope architecture in response to exogenous saturated fatty acids. J Bacteriol. 2005;187(10):3407–14. Article CAS PubMed PubMed Central Google Scholar Chung W-C, Chen L-L, Lo W-...