DE eng

Search in the Catalogues and Directories

Hits 1 – 14 of 14

1
Controlled English for Effective Communication during Coalition Operations
In: DTIC (2013)
BASE
Show details
2
Using a Bayesian Model to Combine LDA Features with Crowdsourced Responses
In: DTIC (2013)
Abstract: This paper describes a crowdsourcing system that integrates machine learning techniques with human classifiers, showing how to apply a Bayesian approach to classifier combination to the challenge of crowdsourcing document topic labels. First, we use a number of NLP techniques to extract informative document features. We then screen and select workers using Amazon Mechanical Turk to label selected documents. We then apply Independent Bayesian Classifier Combination (IBCC) to classify the complete set of documents in a semi-supervised manner, taking into account the unreliability of crowd-sourced labels. More documents are then selected intelligently for labeling by the crowd. We demonstrate superior results using IBCC compared to a two-stage classifier and strong performance with only 16% documents labelled by the crowd. ; Presented at the Text REtrieval Conference (TREC 2012) (21st) held in Gaithersburg, Maryland on 6-9 November 2012. The conference was co-sponsored by the National Institute of Standards and Technology (NIST) the Defense Advanced Research Projects Agency (DARPA) and the Advanced Research and Development Activity (ARDA).
Keyword: *LEARNING MACHINES; *NATURAL LANGUAGE; BAYES THEOREM; CROWDSOURCING; HUMAN CLASSIFIERS; IBCC(INDEPENDENT BAYESIAN CLASSIFIER COMBINATION); INFORMATION RETRIEVAL; Information Science; Linguistics; NLP(NATURAL LANGUAGE PROCESSING); SYMPOSIA
URL: http://oai.dtic.mil/oai/oai?&verb=getRecord&metadataPrefix=html&identifier=ADA580905
http://www.dtic.mil/docs/citations/ADA580905
BASE
Hide details
3
Building on Deep Learning
In: DTIC (2013)
BASE
Show details
4
Using Target Network Modelling to Increase Battlespace Agility
In: DTIC (2013)
BASE
Show details
5
Visualization of Decision Processes Using a Cognitive Architecture
In: DTIC (2013)
BASE
Show details
6
Enabling Efficient Intelligence Analysis in Degraded Environments
In: DTIC (2013)
BASE
Show details
7
An Approach Using MIP Products for the Development of the Coalition Battle Management Language Standard
In: DTIC (2013)
BASE
Show details
8
C2-Simulation Interoperability in NATO
In: DTIC (2013)
BASE
Show details
9
Insights from the Women in Combat Symposium
In: DTIC (2013)
BASE
Show details
10
Automated Extraction and Characterisation of Social Network Data from Unstructured Sources -- An Ontology-Based Approach
In: DTIC (2013)
BASE
Show details
11
Interacting with Multi-Robot Systems Using BML
In: DTIC (2013)
BASE
Show details
12
Making Semantic Information Work Effectively for Degraded Environments
In: DTIC (2013)
BASE
Show details
13
Accelerating Exploitation of Low-grade Intelligence through Semantic Text Processing of Social Media
In: DTIC (2013)
BASE
Show details
14
Introduction to the Words in the World Symposium
Shankar, S.. - 2013
BASE
Show details

Catalogues
0
0
0
0
0
0
0
Bibliographies
0
0
0
0
0
0
0
0
0
Linked Open Data catalogues
0
Online resources
0
0
0
0
Open access documents
14
0
0
0
0
© 2013 - 2024 Lin|gu|is|tik | Imprint | Privacy Policy | Datenschutzeinstellungen ändern