Existing deep learning-based models for image captioning typically consist of an encoder to extract visual features and a language model decoder, architecture that has shown promising results in single high-level sentence generation. However, only the word-level guiding signal is available when optimized features. The inconsistency between parallel extraction sequential text supervision limits ...

Nowadays, graphical forms are used to capture input data and feed traditional databases. They are associated with rigid schema and constraints to ensure data validity and to control entry sequencce. Over the Internet, electronic documents are becoming widely exchanged and their data reused in a large range of tasks. As a direct consequence, a capture interface that relies on documents can serve...

We present a taxonomy and classification system for distinguishing between different types of paragraphs in movie reviews: formal vs. functional paragraphs and, within the latter, between description and comment. The classification is used for sentiment extraction, achieving improvement over a baseline without paragraph classification.

This paper describes TextTiling, an algorithm for partitioning expository texts into coherent multi-paragraph discourse units which reeect the subtopic structure of the texts. The algorithm uses domain-independent lexical frequency and distribution information to recognize the interactions of multiple simultaneous themes. Two fully-implemented versions of the algorithm are described and shown t...

Microblog sentiment analysis aims at discovering the users’ attitude of hot events. Difficulties of microblog sentiment analysis lie on the short length of text and lack of labeled corpora. Para2vec based on deep learning attracts people's attention recently and the low-dimensional paragraph vectors trained by para2vec get excellent results on sentiment analysis. But when applying it for sentim...

A quantitative method of monitoring neuromuscular blockade has been recently introduced. It has been suggested, when using mivacurium, that a standardized passage of time be used for induction. The purpose of this study was to determine whether a difference existed in intubating conditions when using mivacurium between a timed-dose technique and the ParaGraph (Vital Signs, Inc., Totowa, New Jer...

3. Page 2 abstract results. Is heart rate used categorically or continuously? Is resting heart rate positively or negatively related with sleep and VO2? What level of resting heart rate is associated with HDL and glucose (OR data)? Answer: The text was adjusted. As suggested, additional information were included. 4. Page 2 abstract – conclusion: cannot say tachycardia, no evidence given to supp...

The opening chapter of this work deals very fully with the anatomy of the female pelvic organs. The descriptions given are very fall and clear, accompanied by useful notes on development, and are profusely illustrated. The functions of the ovary are considered in a special paragraph, which includes the more important recent researches in this interesting subject. This is followed by a chapter o...