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141
DEBACER: a method for slicing moderated debates
In: Anais do XVIII Encontro Nacional de Inteligência Artificial e Computacional ; https://hal.telecom-paris.fr/hal-03527450 ; Anais do XVIII Encontro Nacional de Inteligência Artificial e Computacional, Nov 2021, São Paulo, Brazil. pp.667-678, ⟨10.5753/eniac.2021.18293⟩ (2021)
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142
Exploiting augmented intelligence in the modeling of safety-critical autonomous systems
In: ISSN: 0934-5043 ; EISSN: 1433-299X ; Formal Aspects of Computing ; https://hal.archives-ouvertes.fr/hal-03411215 ; Formal Aspects of Computing, Springer Verlag, 2021, 33 (3), pp.343-384. ⟨10.1007/s00165-021-00543-6⟩ ; https://link.springer.com/article/10.1007%2Fs00165-021-00543-6 (2021)
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143
Lessons Learned from the Usability Evaluation of a Simulated Patient Dialogue System
In: ISSN: 0148-5598 ; EISSN: 1573-689X ; Journal of Medical Systems ; https://hal.archives-ouvertes.fr/hal-03452553 ; Journal of Medical Systems, Springer Verlag (Germany), 2021, 45 (7), ⟨10.1007/s10916-021-01737-4⟩ (2021)
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144
Easy-to-use combination of POS and BERT model for domain-specific and misspelled terms
In: NL4IA Workshop Proceedings ; https://hal.archives-ouvertes.fr/hal-03474696 ; NL4IA Workshop Proceedings, Nov 2021, Milan, Italy (2021)
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145
Medieval manuscripts from digitization to historical analysis
In: On the way to the future of Digital Manuscript Studies ; https://hal.archives-ouvertes.fr/hal-03503308 ; On the way to the future of Digital Manuscript Studies, Radboud University, Oct 2021, Nijmegen, Netherlands ; https://www.ru.nl/rich/news-events/events/redactionele/online-workshop-on-the-way-to-the-future-digital/ (2021)
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146
Language modeling for personality prediction
Cutler, Andrew. - 2021
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147
Modeling and Analyzing Users' Privacy Disclosure Behavior to Generate Personalized Privacy Policies
In: Boise State University Theses and Dissertations (2021)
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148
A clinical trials corpus annotated with UMLS entities to enhance the access to evidence-based medicine
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149
DESIGNING TO SUPPORT SENSEMAKING IN CROSS-LINGUAL COMPUTER-MEDIATED COMMUNICATION USING NLP TECHNIQUES
Lim, Hajin. - 2021
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150
An Approach Utilizing Linguistic Features for Fake News Detection
In: IFIP Advances in Information and Communication Technology ; 17th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI) ; https://hal.inria.fr/hal-03287679 ; 17th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2021, Hersonissos, Crete, Greece. pp.646-658, ⟨10.1007/978-3-030-79150-6_51⟩ (2021)
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151
Impact of textual data augmentation on linguistic pattern extraction to improve the idiomaticity of extractive summaries
In: Lecture Notes in Computer Science ; https://hal.archives-ouvertes.fr/hal-03271380 ; Matteo Golfarelli; Robert Wrembel. Lecture Notes in Computer Science, Springer, In press, Lecture Notes in Computer Science (2021)
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152
About Neural Networks and Writing Definitions
In: ISSN: 2160-5076 ; Dictionaries: Journal of the Dictionary Society of North America Dictionary Society of North America ; https://hal.archives-ouvertes.fr/hal-03547452 ; Dictionaries: Journal of the Dictionary Society of North America Dictionary Society of North America, 2021, 42 (2), ⟨10.1353/dic.2021.0022⟩ (2021)
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153
The Mapping of Deep Language Models on Brain Responses Primarily Depends on their Performance
In: https://hal.archives-ouvertes.fr/hal-03361439 ; 2021 (2021)
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154
Convertir le Trésor de la Langue Française en Ontolex-Lemon : un zeste de données liées
In: Journées LIFT 2021 - Linguistique informatique, formelle et de terrain ; https://hal.inria.fr/hal-03463294 ; Journées LIFT 2021 - Linguistique informatique, formelle et de terrain, Dec 2021, Grenoble, France (2021)
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155
Inferring case paradigms with computational classifiers
In: ISSN: 1351-3249 ; EISSN: 1469-8110 ; Natural Language Engineering ; https://halshs.archives-ouvertes.fr/halshs-03095796 ; Natural Language Engineering, Cambridge University Press (CUP), In press (2021)
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156
Influencer detection in social media ; Détection des influenceurs dans des médias sociaux
Deturck, Kévin. - : HAL CCSD, 2021
In: https://tel.archives-ouvertes.fr/tel-03640442 ; Ordinateur et société [cs.CY]. Institut National des Langues et Civilisations Orientales- INALCO PARIS - LANGUES O', 2021. Français. ⟨NNT : 2021INAL0034⟩ (2021)
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157
Cross-lingual Representation Learning for Natural Language Processing
Ahmad, Wasi Uddin. - : eScholarship, University of California, 2021
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158
Linguistic Features of Formative Feedback on ESL Argumentative Writing: Comparing Pre-service and Experienced Teachers
In: Issues in Applied Linguistics, vol 22, iss 0 (2021)
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159
Playing With Unicorns: AI Dungeon and Citizen NLP
In: Digital Humanities Quarterly, vol 14, iss 4 (2021)
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160
Towards a Discourse-Level Natural Language Processing Algorithm: Characterizing Tumor Existence, Change of Existence, and its Progression from Unstructured Radiology Reports
Huang, Ruiqi. - : eScholarship, University of California, 2021
Abstract: Cancer has been the second leading cause of death in the US[1]. To provide care for cancer patients and retrospectively study this disease, clinicians and researchers need to manually analyze patient-level medical history to determine whether a tumor exists, has the state of existence changed, and does the change implicate disease progression. With the growing adoption of the electronic health records (EHRs), it is now possible to access these data and automate the discourse-level analysis on unstructured clinical texts using natural language processing (NLP) techniques.This thesis focuses on developing, training, and evaluating a transformer-based text classification algorithm that will capture contexts from unstructured radiology reports and output the discourse-level analysis on the tumor status and its progression through three conceptual frames: existence of a tumor, change of existence, and significance of change. This is the first clinical NLP work that conceptualize these representations using a wide range of systemic inferences, including contexts from presuppositions. The model shows promising results and can be extended to improve on casual reasoning, logical reasoning, numerical reasoning, and temporal reasoning in the future.
Keyword: Bioengineering; Computer science; Deep learning method; Linguistics; Natural Language Processing (NLP); Presuppositions; Tumor Existence; Tumor Progression; Unstructured Radiology Report
URL: https://escholarship.org/uc/item/3t0067df
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