Page: 1 2 3 4 5 6 7 8 9... 89
81 |
Grammatically Coded Corpus Of Spoken Lithuanian: Methodology And Development ...
|
|
|
|
BASE
|
|
Show details
|
|
82 |
Grammatically Coded Corpus Of Spoken Lithuanian: Methodology And Development ...
|
|
|
|
BASE
|
|
Show details
|
|
84 |
Crowdsourcing lexical semantic judgements from bilingual dictionary users
|
|
|
|
BASE
|
|
Show details
|
|
86 |
Desambiguación Verbal Automática: un estudio sobre el rendimiento de la información semántica argumental ; Verb Sense Disambiguation: a study about the performance of argumental semantic information
|
|
|
|
BASE
|
|
Show details
|
|
87 |
Knowledge-driven entity recognition and disambiguation in biomedical text
|
|
|
|
BASE
|
|
Show details
|
|
88 |
Evaluation of word embedding vector averaging functions for biomedical word sense disambiguation
|
|
|
|
BASE
|
|
Show details
|
|
89 |
Unsupervised, knowledge-free, and interpretable word sense disambiguation
|
|
|
|
In: EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing: System Demonstrations, Proceedings (2017)
|
|
Abstract:
Interpretability of a predictive model is a powerful feature that gains the trust of users in the correctness of the predictions. In word sense disambiguation (WSD), knowledge-based systems tend to be much more interpretable than knowledge-free counterparts as they rely on the wealth of manually-encoded elements representing word senses, such as hypernyms, usage examples, and images. We present a WSD system that bridges the gap between these two so far disconnected groups of methods. Namely, our system, providing access to several state-of-the-art WSD models, aims to be interpretable as a knowledge-based system while it remains completely unsupervised and knowledge-free. The presented tool features a Web interface for all-word disambiguation of texts that makes the sense predictions human readable by providing interpretable word sense inventories, sense representations, and disambiguation results. We provide a public API, enabling seamless integration. © 2017 Association for Computational Linguistics. ; Deutsche Forschungsgemeinschaft, DFG ; Russian Foundation for Basic Research, RFBR: 16-37-00354 ; Amazon Web Services, AWS ; Microsoft ; We acknowledge the support of the DFG under the “JOIN-T” project, the RFBR under project no. 16-37-00354 mol a, Amazon via the “AWS Research Grants” and Microsoft via the “Azure for Research” programs. Finally, we also thank four anonymous reviewers for their helpful comments.
|
|
Keyword:
HUMAN-READABLE; INTERPRETABILITY; KNOWLEDGE BASED SYSTEMS; NATURAL LANGUAGE PROCESSING SYSTEMS; PREDICTIVE MODELING; SEAMLESS INTEGRATION; STATE OF THE ART; WEB INTERFACE; WORD SENSE; WORD-SENSE DISAMBIGUATION
|
|
URL: https://www.aclweb.org/anthology/D17-2016.pdf https://elar.urfu.ru/handle/10995/89994 http://hdl.handle.net/10995/89994 http://www.scopus.com/inward/record.url?partnerID=8YFLogxK&scp=85072911197 https://doi.org/10.18653/v1/d17-2016
|
|
BASE
|
|
Hide details
|
|
90 |
Domain-specific Named Entity Disambiguation in Historical Memoirs
|
|
|
|
BASE
|
|
Show details
|
|
91 |
Dalla Word Sense Disambiguation alla sintassi: il problema dell'articolo partitivo in italiano
|
|
|
|
BASE
|
|
Show details
|
|
92 |
Uso de representaciones vectoriales de las palabras para la detección de dobles sentidos (puns)
|
|
|
|
BASE
|
|
Show details
|
|
93 |
Approches d'analyse distributionnelle pour améliorer la désambiguïsation sémantique
|
|
|
|
In: Journées internationales d'Analyse statistique des Données Textuelles (JADT) ; https://hal.archives-ouvertes.fr/hal-01477502 ; Journées internationales d'Analyse statistique des Données Textuelles (JADT), Jun 2016, Nice, France ; https://jadt2016.sciencesconf.org/ (2016)
|
|
BASE
|
|
Show details
|
|
94 |
Ambiguity Diagnosis for Terms in Digital Humanities
|
|
|
|
In: Language Resources and Evaluation Conference ; https://hal.inria.fr/hal-01423650 ; Language Resources and Evaluation Conference, May 2016, Portorož, Slovenia (2016)
|
|
BASE
|
|
Show details
|
|
95 |
СИНТАКСИЧЕСКАЯ МНОГОЗНАЧНОСТЬ И НЕОДНОЗНАЧНОСТЬ В ПЕРСПЕКТИВЕ МАШИННОГО ПЕРЕВОДА
|
|
КОЗЕРЕНКО ЕЛЕНА БОРИСОВНА. - : Федеральное государственное бюджетное образовательное учреждение высшего образования «Московский педагогический государственный университет», 2016
|
|
BASE
|
|
Show details
|
|
96 |
Building Semantic Trees from XML Documents
|
|
|
|
In: ISSN: 1570-8268 ; Journal of Web Semantics ; https://hal-univ-pau.archives-ouvertes.fr/hal-02079156 ; Journal of Web Semantics, Elsevier, 2016, 37-38, pp.1-24. ⟨10.1016/J.WEBSEM.2016.03.002⟩ (2016)
|
|
BASE
|
|
Show details
|
|
97 |
Semantic Interoperability of Multilingual Lexical Resources in Lexical Linked Data ; Interopérabilité Sémantique Multi-lingue des Ressources Lexicales en Données Liées Ouvertes
|
|
|
|
In: https://tel.archives-ouvertes.fr/tel-01681358 ; Informatique et langage [cs.CL]. Université Grenoble Alpes, 2016. Français. ⟨NNT : 2016GREAM067⟩ (2016)
|
|
BASE
|
|
Show details
|
|
98 |
Using Domain Ontologies for Classification and Semantic Interpretation of Documents
|
|
|
|
In: Proceedings of ALLDATA 2016 ; International Workshop on Knowledge Extraction and Semantic Annotation (KESA 2016) in ALLDATA 2016 : 2nd International Conference on Big Data, Small Data, Linked Data and Open Data ; https://hal.archives-ouvertes.fr/hal-01535945 ; International Workshop on Knowledge Extraction and Semantic Annotation (KESA 2016) in ALLDATA 2016 : 2nd International Conference on Big Data, Small Data, Linked Data and Open Data, Feb 2016, Lisbon, Portugal. pp. 76-81 (2016)
|
|
BASE
|
|
Show details
|
|
99 |
Automatic processing of Tunisian dialect: construction of linguistic resources ; TRAITEMENT AUTOMATIQUE DU DIALECTE TUNISIEN : CONSTRUCTION DE RESSOURCES LINGUISTIQUES
|
|
|
|
In: https://hal.archives-ouvertes.fr/tel-02869866 ; Informatique et langage [cs.CL]. Université de Sfax (Tunisie), 2016. Français (2016)
|
|
BASE
|
|
Show details
|
|
100 |
Prosodic disambiguation and attachment height
|
|
|
|
In: Speech Prosody 8 ; https://halshs.archives-ouvertes.fr/halshs-01422841 ; Speech Prosody 8, May 2016, Boston, United States. pp.1176-1180 (2016)
|
|
BASE
|
|
Show details
|
|
Page: 1 2 3 4 5 6 7 8 9... 89
|
|