Deeper than DNA

Deeper than Words: Morph-based Alignment for Statistical Machine Translation

In this paper we introduce a novel approach to alignment for statistical machine translation. The core idea is to align subword units, or morphs, instead of word forms. This results in a joint segmentation and alignment model, aimed to improve translation quality for morphologically rich languages and reduce the size of the required parallel corpora. Here we focus on translating from inflection...

Getting Deeper Semantics than Berkeley FrameNet with MSFA

This paper illustrates relevant details of an on-going semantic-role annotation work based on a framework called MULTILAYERED/DIMENSIONAL SEMANTIC FRAME ANALYSIS (MSFA for short) (Kuroda and Isahara, 2005b), which is inspired by, if not derived from, Frame Semantics/Berkeley FrameNet approach to semantic annotation (Lowe et al., 1997; Johnson and Fillmore, 2000).

Three-MHz Ultrasound Heats Deeper Into the Tissues Than Originally Theorized.

OBJECTIVE: To measure muscle temperature of ultrasound at 1-MHz and 3-MHz frequencies at a depth of 2.5 cm and to compare treatment durations for vigorous heating (increase of 4 degrees C) and for heating to 40 degrees C. DESIGN AND SETTING: A counterbalanced, repeated-measures design with 1 fixed, independent variable, 1.5-W/cm(2) ultrasound treatment (1 MHz, 3 MHz, or control [sham]) using a ...

Sizing Defects Much Deeper than the Depth of Penetration from Eddy Current Signals

This study demonstrates superposing several eddy current distributions enables one to size defects much deeper than the depth of penetration from eddy current signals. A probe developed in an earlier study of the authors is utilized for the demonstration. The probe consists of four large exciters and one detector; the uniqueness of the probe is to realize an eddy current distribution that does ...

Curing the Precision Deficit Disorder in Cancer Medicine Time to Dig Deeper Than Genes?