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Reliability Testing for Natural Language Processing Systems
[article]
2021
arXiv
pre-print
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We show how adversarial attacks can be reframed for this goal, via a framework for developing reliability tests. ...
To address this, we argue for the need for reliability testing and contextualize it among existing work on improving accountability. ...
Araz is supported by the NUS Centre for Trusted Internet and Community through project CTIC-RP-20-02. ...
arXiv:2105.02590v3
fatcat:gkxla7nk6bgmbh3osolzhfmptm
Reliability Testing for Natural Language Processing Systems
2021
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
unpublished
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We show how adversarial attacks can be reframed for this goal, via a framework for developing reliability tests. ...
To address this, we argue for the need for reliability testing and contextualize it among existing work on improving accountability. ...
Araz is supported by the NUS Centre for Trusted Internet and Community through project CTIC-RP-20-02. ...
doi:10.18653/v1/2021.acl-long.321
fatcat:dhlc42frhbbgbmvydwtfc5sf6y
The Impact of NLP on Software Testing
2021
Journal of University of Shanghai for Science and Technology
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It also provides a glimpse at how Natural Language Processing and Software Testing will evolve in the future. ...
The core principles of Natural Language Processing that can be used in Software Testing are discussed in this paper. ...
Many Natural Language Processing-based approaches and tools have been introduced in the last few decades to increase the reliability of software testing. ...
doi:10.51201/jusst/21/08380
fatcat:53ygghibjnc2hemmzgj6o7thom
Natural Language Processing Technology Used in Artificial Intelligence Scene of Law for Human Behavior
2022
Wireless Communications and Mobile Computing
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In order to study the application of natural language processing (NLP) technology in artificial intelligence (AI) scene of law, NLP technology is used to construct a legal AI retrieval system and further ...
Further tests on its reliability show that during the continuous week of the retrieval test, the system has no faults and passed the reliability test. ...
It mainly refers to a process of processing natural language communication between humans and computers through computer application of natural language processing technology, which is an embodiment of ...
doi:10.1155/2022/6606588
fatcat:4dpr47iqsze5zcsgutaq7on4y4
Editorial for Vol.28, No.3
2021
Journal of Computing and Information Technology
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Journal of Computing and Information Technology comprises four papers from the regular section, tackling topics from the areas of software testing and debugging, machine learning, natural language processing ...
and business management processing. ...
Journal of Computing and Information Technology comprises four papers from the regular section, tackling topics from the areas of software testing and debugging, machine learning, natural language processing ...
doi:10.20532/cit.2020.1005278
fatcat:inymsrpsnvhzpll7ws6blfa5ea
A Method of a Concept-base Construction for an Association System: Deciding Attribute Weights Based on the Degree of Attribute Reliability
連想システムのための概念ベース構成法 属性信頼度の考え方に基づく属性重みの決定
2002
Journal of Natural Language Processing
連想システムのための概念ベース構成法 属性信頼度の考え方に基づく属性重みの決定
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To realize computers understanding natural language needs an association-system which outputs words strongly related to input words.This study aims to construct a concept-base which is a main element of ...
Moreover,this paper shows effects of the proposed method by presenting an evaluation by human senses and an experiment that utilizes the degree of association in test data. ...
doi:10.5715/jnlp.9.5_93
fatcat:eq52ov2ybvbw3mn2hxgt4t5u24
Author index
2013
2013 IEEE International Symposium on Software Reliability Engineering Workshops (ISSREW)
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in Embedded Software Falessi, Davide Automated Classification of NASA Anomalies Using Natural Language Processing Techniques Fard, Amin Milani Feedback-directed Exploration of Web Applications to Derive ...
L
Lai, John
Forensic Study of the Curiosity Flight Software Anomalies
Layman, Lucas
Automated Classification of NASA Anomalies Using Natural Language Processing Techniques
Le Traon, Yves
Got ...
doi:10.1109/issrew.2013.6688827
fatcat:fezdd55oujclxoj5orb4am3iw4
Author index
2013
2013 IEEE 24th International Symposium on Software Reliability Engineering (ISSRE)
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in Embedded Software Falessi, Davide Automated Classification of NASA Anomalies Using Natural Language Processing Techniques Fard, Amin Milani Feedback-directed Exploration of Web Applications to Derive ...
L
Lai, John
Forensic Study of the Curiosity Flight Software Anomalies
Layman, Lucas
Automated Classification of NASA Anomalies Using Natural Language Processing Techniques
Le Traon, Yves
Got ...
doi:10.1109/issre.2013.6698874
fatcat:vrmqtanuwzhghe52pq3n6yc3fm
Page 1532 of Linguistics and Language Behavior Abstracts: LLBA Vol. 26, Issue 3
[page]
1992
Linguistics and Language Behavior Abstracts: LLBA
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comparison; test; Chinese/Spanish na- tive speakers; 9205522 English language tests’ validity/reliability, Hong Kong; 9205521 grammaticality judgment tests’ reliability, English as a second lan- guage ...
features, everyday conversation, pragmatic analysis; 9207021 natural language processing system development, grammar-/style- checking, German data; 9206751 second-language learners’ nonnative utterances ...
Reliability of brain computer interface language sample transcription procedures
2014
Journal of rehabilitation research and development
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We tested the reliability of transcribing language samples of daily brain-computer interface (BCI) communication recorded as language activity monitoring (LAM) logfiles. ...
The results indicated that transcribing language samples using LAM data is highly reliable and the fidelity of the process can be maintained. ...
reliability testing, TNW = total number of words. ...
doi:10.1682/jrrd.2013.05.0102
pmid:25144171
fatcat:e7diarnowfbnzctpvjuu7fjayi
Applying Integrated Domain-Specific Modeling for Multi-concerns Development of Complex Systems
[chapter]
2018
Communications in Computer and Information Science
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A case study demonstrates the suitability of this methodology for the design of a safety-critical embedded system, a hypothetical gas heating, with respect to reliability engineering and further quality ...
system models. ...
Acknowledgements The research in this paper was funded by the German Federal Ministry for Economic Affairs and Energy under the Central Innovation Program for SMEs (ZIM), grant numbers KF 2751303LT4 and ...
doi:10.1007/978-3-319-94764-8_11
fatcat:3rn7gmgatngu7jwqkcovovkyxa
Page 1745 of Linguistics and Language Behavior Abstracts: LLBA Vol. 27, Issue 3
[page]
1993
Linguistics and Language Behavior Abstracts: LLBA
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validity/reliability; test result com- parison; German as a second language learners; 9305812 second-language test-taking, learner strategies/processes, testing prob- lems analysis method; introspective ...
Communication Measure for Cognitive-Communication in- terrater reliability; rater training/experience; agreement measures; speech-language pathologists; 9307898 IEA Reading-Literacy Study test development ...
An Automated Scoring Tool for Korean Supply-type Items Based on Semi-Supervised Learning
2015
Proceedings of the 2nd Workshop on Natural Language Processing Techniques for Educational Applications
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The answers of students are analyzed and processed through natural language processing and unmarked-answers are automatically scored by machine learning methods. ...
Through the pilot experiment, the proposed system is evaluated for Korean and social subjects in Programme for National Student Assessment. ...
Language analysis As mentioned before, the language analysis component analyzes and processes the answers of students through natural language processing modules: Text normalization, Morphological analysis ...
doi:10.18653/v1/w15-4409
dblp:conf/acl-tea/CheonSKNSL15
fatcat:adwnrcxsxfhjfohorsqzpz3kz4
Page 2624 of Linguistics and Language Behavior Abstracts: LLBA Vol. 28, Issue 5
[page]
1994
Linguistics and Language Behavior Abstracts: LLBA
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; 9411253 humor, computational models, cognitive structure; 9410948 natural language processing applicability, text analysis; 9411233 natural language/information processing, lexical organization, cogni ...
natural language unification theory; 9411048 nonexistence predication paradox, semantic theory approach; 9411760 Russian/ Finnish passives function, theoretical viewpoint; 9411215 Natural Language Processing ...
Page 2798 of Linguistics and Language Behavior Abstracts: LLBA Vol. 29, Issue 5
[page]
1995
Linguistics and Language Behavior Abstracts: LLBA
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reliability determination; statis- tical analysis; college students; 9510365
language impairment screening/test battery validation, Australian 5- year-olds; empirical data; 9512398
language proficiency ...
Arabic speakers, second-language learners; 9510368
speech perception/lipreading assessment techniques, young deaf chil- dren; 9512524
Test of English for International Communication validity, Seoul Na ...
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