Báo cáo khoa học: A novel 2D-based approach to the discovery of candidate substrates for the metalloendopeptidase meprin pot

... Bayesian approach allows us to automatically select values for the hyperparameters by treating them as addi- tional variables in the model. We augment the model with priors over the hyperparameters ... we achieve average tagging accuracy of 86.8%. This far surpasses the MLHMM performance of 74.5%, and is closer to the 90.1% accuracy of CRF/CE on the same data set u...

Ngày tải lên: 20/02/2014, 12:20

... ranked candidate. This is because we try to avoid a very large or small compression ra- tio, and the first candidate is generally a good candidate with reasonable length. • The probability of the ... the word is deleted). • The log likelihood of the candidate sentence based on the language model. • The absolute difference of the compression ra- tio of th...

Ngày tải lên: 07/03/2014, 18:20

... Section 3.2 that each WordNet class w in the tables appears as an ab- breviation for {n • A/ 'ln • words(w)}; for example, (intoxicant, [alcohol ]) appears as an abbrevi- ation for {whisky, ... that a member of that class will actually appear as the object of the verb. 1 3.2 Coherent Classes A search among a verb's object nouns requires at most I .A/...

Ngày tải lên: 31/03/2014, 06:20

... may speculate that hmeprin has activity similar to BMP-1 ⁄ TLD-like metalloendopeptidases in that it acts as a procollagen C protease as well as an activator of lysyl oxidase. Therefore, an important ... PAGE-based image analyses of the second quadrant. Fig. S2. 2D IEF ⁄ SDS ⁄ PAGE-based image analyses of the third quadrant. Fig. S3. 2D IEF ⁄ SDS ⁄ PAGE-based image analyses of...

Ngày tải lên: 07/03/2014, 06:20

... syntactical features. We evaluated our approach on large- scale Japanese-English and English-Japanese machine translation tasks, and show that it can significantly outperform the baseline phrase- based ... source spans of A 1 and A 2 are not mapped to two adjacent spans in e  in in- verse order. The above three penalties are added as additional features into the log-linear mod...

Ngày tải lên: 19/02/2014, 19:20

... indicates the state of a simple finite-state automaton that only has two states. The automaton is set to initial state (q 0 ) at the top of a message. It makes a transition to state (q 1 ) when ... vector representation of the span of text and that of each of the spans of text in all parent messages, 74 which is a typical shallow measure of semantic...

Ngày tải lên: 20/02/2014, 12:20

... values of the hyperparameters of our model, where µ d and λ d are the d th entry of the mean and the diagonal of the inverse covariance matrix of training data. HMM states for each of the four ... Figure 1: An example of the observed data and hidden variables of the problem for the word banana. See Sec- tion 3 for a detailed explanation. of the p...

Ngày tải lên: 07/03/2014, 18:20

... sentence. In Japanese, the main subject of a sentence usually appears at the beginning of the sentence (BOS) and the main verb phrase almost always appears at the end of the sentence (EOS). These words ... Proceedings of the 47th Annual Meeting of the ACL and the 4th IJCNLP of the AFNLP, pages 826–833, Suntec, Singapore, 2-7 August 2009. c 2009 ACL and AFNLP...

Ngày tải lên: 08/03/2014, 00:20

... previous participations at TREC. As the learner, the answer-identifier/ranker module is also publicly available – the GIZA package can be configured to automatically compute the probability of the ... reformulations with us. In 1867, Secretary of State William H. Seward arranged for the United-States to purchase Alaska for 2 cents per acre. What year did the...

Ngày tải lên: 08/03/2014, 04:22

... currently have adequate amounts of hand-marked financial data to train these systems. We therefore found it more con- venient to adapt the Alembic name tagger by manual hill climbing. Because this tagger ... experimental results on their per- formance, as tailored to the financial do- main, and some forward-looking exten- sions to the approach that enables users to specify...

Ngày tải lên: 08/03/2014, 21:20