... 3: Feature representation of dialogue D1.
The dialogue quality features attempt to capture
aspects of the naturalness of the dialogue.
Rejec-
tions
represents the number of times that the ... parameters features, the normalization
of the dialogue quality features by dialogue length
means that rules learned on the basis of these fea-
tures are more li...
... other
things, information about the parts of speech and
lemmata of words in the context of it (obtained au-
tomatically). Other features encode the presence
or absence of, resp. the distance to, ... group of features contains lexical
information about the predicative context of it. It
includes the verb that it is the grammatical sub-
ject resp. object of (if any)....
... in-
dependent from the implementation of the detector.
If the check list depends on detector’s implementa-
tion, the change of implementation requires change
of the check list.
Each item of the check ... Automatic Detection of Grammar Elements that Decrease Readability
Masatoshi Tsuchiya and Satoshi Sato
Department of Intelligence Science and Technology,
Graduate Sch...
... investigate the influence of
the size of the training corpus on the performance
of our system.
The evaluation shows that adding linguistic in-
formation to the grammars increases the accuracy
of our ... The “slow” decrease of the number of
unknown words of the test corpus is due to both
the high amount of test data (242047 items) and
the “slightly” growi...
...
istic texts on the basis of the overall brow of the host
publication, a simplification that ignores variation
among authors and the practice of printing features
from other publications. Vv'e ...
the probability of a particular facet value), xi is the
feature vector for text i, and ~q is the weight vector
which is estimated from the matrix of feature vec-...
... element.
5 Evaluation
In this section, we first of all describe our evaluation
measures. Then we describe the creation of the gold
standard. Further, we present the results of the com-
parison of the different ... ’and’.
891
matched. On the basis of these, we then calculate
the probability of a certain qualia element given a
certain role on the basis of its freque...
... incorporation [20]. In contrast,
coordination structures of the L99T, L99F, and L115T
mutants were similar to that of the wild-type enzyme.
We further found that the rates of auto-oxidation and
the ... on the concentration of O
2
for
all proteins except the L99F mutant, for which the
slow phase was independent of the O
2
concentration.
The rate constants for the...
... identified by matching the path of cue
leaf nodes to the root of the rule subtree pattern. If an
identical path exists in the sentence, the root of the
candidate subtree is thus also identified. The candi-
date ... 17.69%
Table 2: Statistics of the BioScope corpus. The 2nd and 3d
columns show the total number of cues within the datasets; the
4th and 5th columns...
... means that despite the fact that the
training data contained some incorrectly annotated
tokens, the parsers were able to annotate them dif-
ferently. Therefore we suggest that the recall of our ...
candidates by the annotation proposed by
one of the parsers (in our case
MSTParser).
3. Parse of the modified corpus with a third
parser (MDParser).
4. Evaluation of th...
...
to the over-fitting of the supervised models in the
case of small training data; the problem is allevi-
ated with the increase in the annotated data.
As we have noted already the use of MA ... for the
unknown words. If the word is unknown to the
morphological analyzer, we assume that the
POS-tag of that word belongs to any of the open
class grammatic...