...
CONCLUSION
Active packaging for beverages is currently used in the form of oxygen
scavengers, particularly for the bottle crowns in specialty beers. The more
widespread use of this and the other active ... of active food packaging, in
Active Food Packaging,
Rooney, M.L.,
Ed., Blackie Academic and Professional, New York, 1995a, p. 1.
Rooney, M.L., Active packaging...
... model for the
enhancement of its road handling and comfort. Comparison between passive and active suspensions system are
performed by using road profile as an input. The performance of the active ... mechanical part.
Therefore, the performance of the passive suspension depends on the road profile. In other way, active
Performance Evaluation of Active Suspension for Passenger...
... of improving active learning for parsing
by using a smaller constituent than a sentence as
a unit that is selected at each iteration of active
learning. Typically in active learning for parsing ... reviews previous work on active
learning for parsing and discusses several research
challenges. In Section 5 we describe our proposed
methods and others of active learning for Jap...
...
Number of Foreign Words Annotated
BLEU Score
Number of Foreign Words Annotated
the approx. 54,500 foreign words
we selectively sampled
for annotation
cost = $205.80
last approx. 700,000
foreign ... estimate the time required
for POS annotating. Kapoor et al. (2007) assign
costs for AL based on message length for a voice-
mail classification task. In contrast, we show for
SMT that...
... performed
about the same as random selection for the NE task,
while for the parsing task extrinsic selection per-
formed markedly worse. This shows that examples
that were very informative for ... were
not that informative for the parse learner.
2.3 Protocols for Multi-Task AL
Obviously, we can expect one-sided selection to per-
form better for the reference learner (the one for...
... RNAs (siRNAs) for understanding basic
biology and as the active agents in a new variety of therapeutics. Early
studies showed that selecting an active siRNA was not as straightforward
as simply ... a
concern only for a chronic therapy, for which short,
hairpin RNAs, which are related in structure and
function to both siRNAs and microRNAs, are more
suitable [21]. For further inform...
... to
use active learning for domain adaptation for WSD.
A similar work is the recent research by Chen et al.
(2006), where active learning was used successfully
to reduce the annotation effort for ... Dang (2004) employed active
learning for another set of 5 verbs. However, their
work only investigated the use of active learning to
reduce the annotation effort necessary for WS...
... to
achieve a satisfactory performance using active learning.
Active learning has been studied in the context of many
natural language processing (NLP) applications such as
information extraction(Thompson ... avoid the unwanted bias toward small
clusters. For cluster
, the weight for
sample is proportional to .
Weight by Performance: The idea of weight by
performance is to focus the mo...
... 2: The performance of different sentence selection strategies as the iteration of AL loop goes on for three translation
tasks. Plots show the performance of sentence selection methods for single ... for system combination, the
source languages for each of our MT systems are
different, which rules out a set of popular methods
for obtaining consensus translations which assume
translat...