Báo cáo khoa học: "Bootstrapping Named Entity Recognition with Automatically Generated Gazetteer Lists" doc
Báo cáo khoa học: "Bootstrapping Named Entity Recognition with Automatically Generated Gazetteer Lists" doc
... Bootstrapping Named Entity Recognition
with Automatically Generated Gazetteer Lists
Zornitsa Kozareva
Dept. de Lenguajes y Sistemas Inform
´
aticos
University ... evaluation for the
Named Entity detection and classification tasks
with and without labeled data are in Sections 4 and
5. We conclude in Section 6.
2 The NER how to
A Named Entity Recognition task ... valida...
Báo cáo khoa học: "Japanese Named Entity Recognition based on a Simple Rule Generator and Decision Tree Learning" pdf
... more
efficiently with a large set of training
data and that it improves readability.
1 Introduction
Named entity (NE) recognition is a task in
which proper nouns and numerical informa-
tion in a document ... rele-
vant documents but do not directly answer your
question. NE recognition is essential for finding
possible answers from documents. Although it
is easy to build an NE recogni...
Báo cáo khoa học: "Multilingual Named Entity Recognition using Parallel Data and Metadata from Wikipedia" potx
... pairs
with source and target named entities as well as
word-alignment links among named entities in the
two languages. Figure 1 illustrates a Bulgarian-
English sentence pair with alignment.
The named ... multi-lingual data with named
entity tags. We build on prior work utiliz-
ing Wikipedia metadata and show how to ef-
fectively combine the weak annotations stem-
ming from Wi...
Báo cáo khoa học: "Arabic Named Entity Recognition: Using Features Extracted from Noisy Data" doc
... izitouni@us.ibm.com, prosso@dsic.upv.es
Abstract
Building an accurate Named Entity
Recognition (NER) system for languages
with complex morphology is a challeng-
ing task. In this paper, we present ... 281–285,
Uppsala, Sweden, 11-16 July 2010.
c
2010 Association for Computational Linguistics
Arabic Named Entity Recognition:
Using Features Extracted from Noisy Data
Yassine Benaj...
Báo cáo khoa học: "Exploiting Named Entity Taggers in a Second Language" ppt
... determining
boundaries of named entities, we called this process
Named Entity Delimitation (NED). Once we have
determined which words belong to named entities,
we then get to the task of classifying the named en-
tities ... what we called
Named Entity Classification (NEC). We explain the
two procedures in the following subsections.
4.1 Named Entity Delimitation
We used the BI...
Báo cáo khoa học: "Espresso: Leveraging Generic Patterns for Automatically Harvesting Semantic Relations" docx
... auto-
matically harvesting shallow semantic resources.
With seemingly endless amounts of textual data
at our disposal, we have a tremendous opportu-
nity to automatically grow semantic term banks
and ... in a correct instance in-
creases when, i) the instance is associated with
many reliable patterns; and ii) its association
with the reliable patterns is high. At a given Es-
presso...
Báo cáo khoa học: "Robust PCFG-Based Generation using Automatically Acquired LFG Approximations" doc
... 1997).
tegrated architecture, first the treebank trees are
automatically annotated with f-structure informa-
tion, f-structure annotated PCFGs with rules of
the form NP(↑OBJ=↓)→DT(↑=↓) NN(↑=↓) are
extracted, ... associated
with this item is the probability of the rule multi-
plied by the probability of the previous chart item
which combines with the new rule). When a rule
is added to...
Báo cáo khoa học: "Approximating Context-Free Grammars with a Finite-State Calculus" docx
... z), i.e. strings that start
with beginning to parse an S and end with having
parsed an S. From this initial approximation we sub-
tract (that is, we intersect with the complement of)
a series ... grammar is concerned
with what is possible before the first accepting state
is encountered.
7 Comparison with previous work
Rimon and Herz (1991; 1991) approximate the
recognition c...
Tài liệu Báo cáo khoa học: Helix mobility and recognition function of the rat thyroid transcription factor 1 homeodomain – hints from 15N-NMR relaxation studies pdf
... helix III further stress its stabil-
ity. Within this first stretch of the recognition helix,
Gln50 has a pivotal function. High values of J(0) and
J(x
N
) with a corresponding very low J(0.87x
H
) ... break of the recognition helix. This picture, first
inferred for the TTF-1 HD from structural determina-
tion [4], proved consistent with the opposite stabiliza-
tion pattern observed wit...
Tài liệu Báo cáo khoa học: Structural bases for recognition of Anp32⁄LANP proteins doc
... solution, together with a comparison with the struc-
ture of the spliceosomal U2A¢ in complex with U2B¢¢
[20], suggests new insights into the mechanism of
Anp32 LRR–protein recognition. By a combination ... (b
7
) with the strand 143–
145 (b
6
). This region shares a remarkable similarity
with U2A¢, the two protein with the highest structural
homology: the two proteins can be sup...