... Proceedings of the ACL-IJCNLP 2009 Student Research Workshop, pages 18–26,
Suntec, Singapore, 4 August 2009.
c
2009 ACL and AFNLP
Annotating and Recognising Named Entities in Clinical Notes
Yefeng ... reports on the challenges involved in
creating the annotation schema, and recog-
nising and annotating clinical named enti-
ties. The information extraction task has
ini...
... of named entities
and their context
3. measuring context similarities among pairs of
named entities
4. making clusters of pairs of named entities
5. labeling each cluster of pairs of named entities
We ... F-measure, recall and precision at this co-
sine threshold in both domains in Table 2. We got
80 F-measure in the PER-GPE domain and 75 F-
measure in the COM-CO...
... defined one
feature each for the nearest preceding and follow-
ing adjective, adverb, preposition, and verb, and
one additional preceding adjective and preposition
and one additional following ... macro-averaged F
1
-measures, and
showed substantial recall gains on the minority
classes.
1 Introduction
Since the beginning of the new millennium, there
has been a growing need...
... di-
agonal and negative values in all other cells. Among
the six main relations listed at the top of Table 1,
a small positive association was observed between
INST and ABOUT, indicating that borderline ... decided. . . and principles of school manage-
ment) and in- context interpretation is closer to the
dynamic of real-world language use. Context can
both help and hinder agreem...
... > HUMI
which is intended to describe a crime committed by a person
named John against a person named Mary, consisting of
John's shooting Mary in the head, causing Mary's death. ... promote intimate
interaction between conceptual and linguistic decisions. In
particular, our claim is that a generation process cannot be
modularized into a "conceptualizer" mo...
... concept
based on the counts in P (t|m).
4.5 Linker and Ranker Training
We train the coefficients for the ranker features us-
ing a linear Ranking Support Vector Machine, using
training data gathered from ... Wikipedia
links are considered gold-standard links for the
training process. The methods for compiling the
Wikipedia training corpus are given in Section 5.
We train the linker as a...
... original and re-
peat correction utterances, matched on speaker
and lexical content, we found overall increases
in both utterance and pause duration from orig-
inal to correction. Interestingly, ... corrections in speech input.
In analyzing and identifying self-repairs,
(Bear et al., 1992) and (Heeman and Allen,
1994) found that the most effective methods
relied on iden...
... LICENSING AND TREE ADJOINING GRAMMAR IN
GOVERNMENT BINDING PARSING
Robert Frank*
Department of Computer and Information Sciences
University of Pennsylvania ...
proposed parsing model. For details of the algorithm, see
[Frank, 1990]. This mechanism operates in linear time and
deterministically, while maintaining coarse grained (i.e.
clausal) incrementality ...
is sent off fo...
... (COLING 2010), Bei-
jing, China.
Joan Bresnan, Shipra Dingare, and Christopher D. Man-
ning. 2001. Soft Constraints Mirror Hard Constraints:
Voice and Person in English and Lummi. In Proceed-
ings ... Linguistics.
Aoife Cahill and Arndt Riester. 2009. Incorporating
Information Status into Generation Ranking. In Pro-
ceedings of the 47th Annual Meeting of the ACL, pages
817–825,...
... basal and PMA-mediated induction of DNase II
transcription. These sites bind Sp1 and Sp3, and protein
levels and binding of Sp1 and Sp3 are increased in PMA-
treated cells. These findings indicate ... Sp1 and Sp3 are able to bind to the GC
boxes and that binding of Sp1 forms complex C1 and
binding of Sp3 forms complexes C2 and C3.
PMA treatment increases Sp1 and Sp3 prote...