Báo cáo khoa học: "Automatically generating annotator rationales to improve sentiment classification" docx
Báo cáo khoa học: "Automatically generating annotator rationales to improve sentiment classification" docx
... existing resources for sentiment analysis, we
might be able to construct annotator rationales au-
tomatically.
In this paper, we exp lore a number of methods
to automatically generate rationales for ... ).
4.3 Examples of Annotator Rationales
In this section, we examine an example to com-
pare the automatically generated rationales (using
OPINIONFI NDER) with human annota...
Tài liệu Báo cáo khoa học: "Automatically Generating Term-frequency-induced Taxonomies" doc
... alphabets to En-
glish and most Indian proper nouns have various
spellings in English. We used tools to detect syn-
onyms with the same context to generate a list of
rules to map terms to a standard ... belonging to the state Maharashtra
Recall
CL
=
# correct paths fr om root to CL in O
# paths f rom root to CL in P
P recision
CL
=
# correct paths fr om root to CL in O
# pat...
Báo cáo khoa học: "Automatically Generating Wikipedia Articles: A Structure-Aware Approach" potx
... human-authored
texts to automatically induce a domain-
specific template for the topic structure of
a new overview. The algorithmic innova-
tion of our work is a method to learn topic-
specific extractors for ... excerpts for each
topic t
j
In addition, we define feature and parameter
vectors:
• φ(e
jl
) — feature vector for the lth candidate
excerpt for topic t
j
• w
1
. . . w
k
— parameter...
Tài liệu Báo cáo khoa học: "Wikipedia as Sense Inventory to Improve Diversity in Web Search Results" doc
... julio@lsi.uned.es javart@bec.uned.es
Abstract
Is it possible to use sense inventories to
improve Web search results diversity for
one word queries? To answer this ques-
tion, we focus on two broad-coverage ... different topics within
each of the senses.
Is it possible to use sense inventories to improve
search results for one word queries? To answer
1357
this question, we will...
Tài liệu Báo cáo khoa học: "Transition-based parsing with Confidence-Weighted Classification" pdf
... buffer to the token
on the top of the stack, and push the buffer-token
onto the stack.
Right-Arc
l
Add to the analysis an arc with label
l from the token on the top of the stack to the token
at the ... the token at the head of the buffer
onto the stack.
Reduce Pop the token on the top of the stack.
Left-Arc
l
Add to the analysis an arc with label l
from the token at the head of the bu...
Tài liệu Báo cáo khoa học: "Using Cross-Entity Inference to Improve Event Extraction" docx
... inference to improve event ex-
traction. In contrast to Gupta’s work, Liao do not
limit themselves to time information for events, but
rather use related events and event-type consis-
tency to make ...
(CLUTO toolkit)
3
is used to divide it into different
cohesive subtypes, each of which only contains the
entities of the same background. For instance, the
Air entities will...
Tài liệu Báo cáo khoa học: "Using Word Support Model to Improve Chinese Input System" ppt
...
translated by phoneme -to- pinyin mappings, such
as “ㄩˊ” -to- “
ju2.”
2.1 Auto-Generation of WP Database
Following (Tsai, 2005), the three steps of auto-
generating word-pairs (AUTO-WP) for a given ... the tonal and toneless STW
improvements of the MSIME by using the WP
identifier and the WSM are (18.9%, 10.1%) and
(25.6%, 16.6%), respectively. From Table 3b,
the tonal and toneless...
Tài liệu Báo cáo khoa học: "Machine Learning for Coreference Resolution: From Local Classification to Global Ranking" ppt
... pro-
cedure to be used, and hence improvements in clas-
sification accuracy do not guarantee corresponding
improvements in clustering-level accuracy.
Our goal in this paper is to improve the robustness
of ... of
NPs to be clustered, (1) use
pre-selected learning-
based coreference systems to generate candidate
partitions of the NPs, and then (2) apply an auto-
matically acquired rank...
Báo cáo khoa học: "Structured Models for Fine-to-Coarse Sentiment Analysis" pdf
... paragraph, sentence, phrase or word
level, fine -to- coarse sentiment analysis.
The simplest approach to fine -to- coarse sentiment
analysis would be to create a separate system for
each level of granularity. ... model to
measure polarity on the sentence level in order to
determine the sentiment flow of authors in reviews.
Here we show that fine -to- coarse models of senti-
ment can...
Báo cáo khoa học: Structure of the O polysaccharides and serological classification of Pseudomonas syringae pv. porri from genomospecies 4 doc
... divided into two serotypes,
O9(9c) or O9(9c,9c
1
) (Table 1). From the two correspond-
ing epitopes on the LPS, only epitope 9c, which is common
for all strains, was stable, whereas epitope 9c
1
, ... chromatography on a column (70 · 2.6 cm)
of Sephadex G-50 using pyridinium acetate buffer pH 4.5
(4 mL pyridine and 10 mL HOAc in 1 L water) and
monitoring of elution with a differential refract...
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