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The 2021 Conference on Empirical Methods in Natural Language Processing 2021 (892)
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Hits 1 – 20 of 1.575
1
DEBACER: a method for slicing moderated debates
Palmeira Ferraz, Thomas
;
Alcoforado, Alexandre
;
Bustos, Enzo
...
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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2
Exploiting augmented intelligence in the modeling of safety-critical autonomous systems
Yang, Zhibin
;
Bao, Yang
;
Yang, Yongqiang
...
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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3
Lessons Learned from the Usability Evaluation of a Simulated Patient Dialogue System
Campillos-Llanos, Leonardo
;
Thomas, Catherine
;
Bilinski, Éric
...
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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4
Easy-to-use combination of POS and BERT model for domain-specific and misspelled terms
Benamar, Alexandra
;
Bothua, Meryl
;
Grouin, Cyril
...
In: NL4IA Workshop Proceedings ; https://hal.archives-ouvertes.fr/hal-03474696 ; NL4IA Workshop Proceedings, Nov 2021, Milan, Italy (2021)
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5
Medieval manuscripts from digitization to historical analysis
Stutzmann, Dominique
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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6
Investigating the impact of preprocessing on document embedding: an empirical comparison
Yahi, Nourelhouda
;
Belhadef, Hacene
;
Roche, Mathieu
In: ISSN: 1759-1163 ; EISSN: 1759-1171 ; International Journal of Data Mining, Modelling and Management ; https://hal.inrae.fr/hal-03574696 ; International Journal of Data Mining, Modelling and Management, Inderscience, 2021, 13 (4), pp.351-363 (2021)
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7
Explorations of language and communication in autism spectrum disorder: studies of under-researched and under-served populations
Barokova, Mihaela Danielova
. - 2021
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8
Language modeling for personality prediction
Cutler, Andrew
. - 2021
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9
Modeling and Analyzing Users' Privacy Disclosure Behavior to Generate Personalized Privacy Policies
Mehdy, A.K.M. Nuhil
In: Boise State University Theses and Dissertations (2021)
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10
A clinical trials corpus annotated with UMLS entities to enhance the access to evidence-based medicine
Campillos-Llanos, Leonardo
;
Valverde Mateos, Ana
;
Capllonch Carrión, Adrián
;
Moreno Sandoval, Antonio
. - : BioMed Central, 2021
Abstract:
[Background] The large volume of medical literature makes it difficult for healthcare professionals to keep abreast of the latest studies that support Evidence-Based Medicine. Natural language processing enhances the access to relevant information, and gold standard corpora are required to improve systems. To contribute with a new dataset for this domain, we collected the Clinical Trials for Evidence-Based Medicine in Spanish (CT-EBM-SP) corpus. ; [Methods] We annotated 1200 texts about clinical trials with entities from the Unified Medical Language System semantic groups: anatomy (ANAT), pharmacological and chemical substances (CHEM), pathologies (DISO), and lab tests, diagnostic or therapeutic procedures (PROC). We doubly annotated 10% of the corpus and measured inter-annotator agreement (IAA) using F-measure. As use case, we run medical entity recognition experiments with neural network models. ; [Results] This resource contains 500 abstracts of journal articles about clinical trials and 700 announcements of trial protocols (292 173 tokens). We annotated 46 699 entities (13.98% are nested entities). Regarding IAA agreement, we obtained an average F-measure of 85.65% (±4.79, strict match) and 93.94% (±3.31, relaxed match). In the use case experiments, we achieved recognition results ranging from 80.28% (±00.99) to 86.74% (±00.19) of average F-measure. ; [Conclusions] Our results show that this resource is adequate for experiments with state-of-the-art approaches to biomedical named entity recognition. It is freely distributed at: http://www.lllf.uam.es/ESP/nlpmedterm_en.html. The methods are generalizable to other languages with similar available sources. ; This work has been done under the NLPMedTerm project, funded by the European Union’s Horizon 2020 research programme under the Marie Skodowska-Curie grant agreement no. 713366 (InterTalentum UAM) ; Peer reviewed
Keyword:
Clinical Trials
;
Evidence-Based Medicine
;
Inter-Annotator Agreement
;
Natural Language Processing
;
Semantic Annotation
URL:
http://hdl.handle.net/10261/240680
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11
DESIGNING TO SUPPORT SENSEMAKING IN CROSS-LINGUAL COMPUTER-MEDIATED COMMUNICATION USING NLP TECHNIQUES
Lim, Hajin
. - 2021
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12
An Approach Utilizing Linguistic Features for Fake News Detection
Kasseropoulos, Dimitrios,
;
Tjortjis, Christos
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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13
Impact of textual data augmentation on linguistic pattern extraction to improve the idiomaticity of extractive summaries
LAIFA, Abdelghani
;
Gautier, Laurent
;
Cruz, Christophe
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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14
About Neural Networks and Writing Definitions
Mickus, Timothee
;
Constant, Mathieu
;
Paperno, Denis
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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15
The Mapping of Deep Language Models on Brain Responses Primarily Depends on their Performance
Caucheteux, Charlotte
;
King, Jean-Rémi
In: https://hal.archives-ouvertes.fr/hal-03361439 ; 2021 (2021)
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16
Convertir le Trésor de la Langue Française en Ontolex-Lemon : un zeste de données liées
Ahmadi, Sina
;
Constant, Mathieu
;
Fort, Karën
...
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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17
From the Formal Definition of Concept to the Linguistic Definition of Term ; De la définition formelle du concept à la définition en langue du terme
Roche, Christophe
In: ISSN: 2299-7164 ; EISSN: 2353-3218 ; Academic Journal of Modern Philology ; https://hal.archives-ouvertes.fr/hal-03549751 ; Academic Journal of Modern Philology, Uniwersytet Wroctawski, 2021, ⟨10.34616/ajmp.2021.13⟩ (2021)
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18
Inferring case paradigms with computational classifiers
Quint, Nicolas
;
Allassonnière-Tang, Marc
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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19
Towards a More Natural Controlled Language in Future Airbus Cockpits. A Psycho-linguistic Evaluation.
Jahchan, Nataly
;
Condamines, Anne
;
Cannesson, Emmanuelle
...
In: Seventh International Workshop on Controlled Natural Language (CNL 2020/21). ; https://halshs.archives-ouvertes.fr/halshs-03344282 ; Seventh International Workshop on Controlled Natural Language (CNL 2020/21)., Sep 2021, Amsterdam, Netherlands (2021)
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20
Platforms of Palaeolithic knappers reveal complex linguistic abilities
Gaucherel, Cédric
;
Noûs, Camille
In: https://hal.inrae.fr/hal-03185884 ; 2021 (2021)
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