... respectively.
5 Sentence Level Emotion Tagging
This module has been developed to identify sen-
tence level emotion tags based on the word level
emotion tags.
5.1 Calculation of Emotion Tag weights ... automatic
classifier has been applied for recognizing six
basic emotion types for different words in a
sentence. Application of different scoring
strategies to...
... partial translation to a search engine is a
good strategy used by many translators.
Unfortunately, the user still has to sift through
snippets to find the translations. For a given
English ... associate features to each Chinese
token (characters or words) to reflect the likelihood
of the token being part of the translation. We
describe how to train a CRF model for ident...
... its ‘cellular
form’ (PrP
C
) in healthy organisms is intimately related
to susceptibility to transmissible spongiform encephal-
opathies, such as scrapie in sheep, bovine spongiform
encephalopathy, ... will not be in a position to
entertain requests either for crude cell extracts or for
purified proteins.
Experimental procedures
The procedures used in our laboratory for the cloning...
... (n
i
L
< 25% ∗
n
L
) performance improvement is better than rest
725
% SVM gSum SSL Hybrid SVM Hybrid gSum SSL
#Labeled MRR Top1 Top5 MRR Top1 Top5 MRR Top1 Top5 MRR Top1 Top5
1% 45.2 33.2 65.8 ... system. We present the
performance of the models using Mean Recipro-
cal Rank (MRR), top 1 (Top1) and top 5 predic-
tion accuracies (Top5) as they are the most com-
monly used performance measur...
... only to the content
of the information which is exchanged but also to
many other properties of the interlocutors, such as
their emotional state, gender, cultural background,
etc. The generator ... therefore allow for such
parameters to be part of its input.
REQUIREMENT
3:
The generator should be sufficiently fast
to be of use in real-world applications
The application in which our...
... contortions. They
therefore experience physical suffering, and
hence emotional suffering. The causation and
emotional suffering map to the target by the Cau-
sation/Ability VNMA and the Mental/Emotional
States ... journeys) to the
target domain (the domain of the lovers and their
relationship). Yet the mapping of this emotional
state seems to be a key part of the meaning of the
metaphor...
... dynamics simulations, the linker
total energy (peptide and solvation) of the conformers
(for a given sequence) can vary significantly (up to
Fig. 2. Predicted conformers of a-amylase linkers. The ... helices tend to
stretch or to bend. This was confirmed by two longer
lasting simulations performed on D. pulex Amy2
(15 ns) and P. dumerilii (11 ns) linkers, for which many
different conf...
... notwithstanding all these
efforts, is the complexity of protein structures. In a protein struc-
ture thousands of atoms are held together by weak forces and
give rise to a conformation which is only ... electronic mechanisms to store,
manipulate and communicate information has transformed the
way we work. In particular, the opportunities and pitfalls for sci-
ence opened up by informati...
... weight vector w, takes in a foreign sen-
tence f and returns a translated hypothesis h. The
argmax operates in vector space and our goal is to
find w leading to hypotheses on the Pareto Frontier.
In ... set of (pareto-optimal) weight vectors
1: Initialize w. Let W = ∅.
2: for i = 1 to I do
3: Let T = ∅.
4: for each (f, e) in devset do
5: {h} =DecodeNbest(w,f)
6: {M(h)}=EvalMetricsOnS...
... model:
Using distributional analysis to represent syn-
tagmatic and paradigmatic relations between
words in high-dimensional vector spaces.
Doctoral dissertation, Stockholm University.
Sang, E. T., ... time-consuming to adapt an existing su-
pervised NLP system to use these semi-supervised
techniques. It is preferable to use a simple and
general method to adapt existing supervised N...