This paper proposes a deep convolutional neural model for character-based Chinese word segmentation. It first constructs position embeddings to encode unigram and bigram features that are directly related to single positions in input sentence, and then adaptively builds up hierarchical position representations with a deep convolutional net. In addition, a multi-task learning strategy is used to...

RNA editing is a posttranscriptional modification that can lead to a change in the encoded protein sequence of a gene. Although a few cases of mammalian coding RNA editing are known to be functionally important, the vast majority of over 2,000 A-to-I editing sites that have been identified from the coding regions of the human genome are likely nonadaptive, representing tolerable promiscuous tar...

In this paper we describe the gathering of a corpus of synchronised speech and text interaction over the network. The data collection scenarios characterise audio meetings with a significant textual component. Unlike existing meeting corpora, the corpus described in this paper emphasises temporal relationships between speech and text media streams. This is achieved through detailed logging and ...

3D reconstruction is extremely important in CAD (computer-aided design)/CAE Engineering)/CAM manufacturing). For interpretability, reinforcement learning (RL) used to reconstruct shapes from images by a series of editing actions. However, typical applications RL for face problems. The search space will increase exponentially with the action due curse dimensionality, which leads low performance,...

This paper presents the post-editing features of machine translation (MT) system Smartling used to translate learning content MOOC (Massive Open Online Course) Coursera. Most Coursera is delivered in English, which one reasons for low uptake these courses Lithuania. With growing demand online resources, need into Lithuanian has become evident and MT systems are increasingly that purpose. descri...

The property of symmetry in 3D objects is helpful various applications such as object alignment, compression, symmetrical editing or reconstruction incomplete objects. However, its robust and efficient detection a challenging task. two most commonly occurring types are probably reflectional rotational symmetry. While methods quite plentiful, this does not seem to be the case with detection. In ...

CLS Corporate Language Services AG recently began offering the rapid post-editing of raw machine translation output to meet the rising demand for this service among clients. What is meant by rapid post-editing is the rough correction of machine translated texts with emphasis on speed and denotative accuracy. In the preliminary phase of the project, CLS conducted a test among four inhouse transl...

Understanding movies and their structural patterns is a crucial task in decoding the craft of video editing. While previous works have developed tools for general analysis, such as detecting characters or recognizing cinematography properties at shot level, less effort has been devoted to understanding most basic edit, Cut. This paper introduces Cut type recognition task, which requires modelin...

The American College of Surgeons Commission on Cancer (ACS-CoC) mandates that pathology reports at ACS-CoC-approved cancer programs include all scientifically validated data elements for each site and tumor specimen. The College of American Pathologists (CAP) has produced cancer checklists in static text formats to assist reporting. To be inclusive, the CAP checklists are pages long, requiring ...