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Hits 61 – 80 of 1.194
61
Structural Arrangement of Simple Semantically Elementary Constructions ...
Masytska, Tetiana
;
Vaseiko, Yulia
. - : Zenodo, 2020
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62
On understanding character-level models for representing morphology ...
Vania, Clara
. - : The University of Edinburgh, 2020
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63
Word order preferences and the effect of phrasal length in SOV languages: evidence from sentence production in Persian
Faghiri, Pegah
;
Samvelian, Pollet
In: Glossa: a journal of general linguistics; Vol 5, No 1 (2020); 86 ; 2397-1835 (2020)
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64
Automatic Pronoun Resolution for Swedish ; Automatisk pronomenbestämning på svenska
Ahlenius, Camilla
. - : KTH, Skolan för elektroteknik och datavetenskap (EECS), 2020
Abstract:
This report describes a quantitative analysis performed to compare two different methods on the task of pronoun resolution for Swedish. The first method, an implementation of Mitkov’s algorithm, is a heuristic-based method — meaning that the resolution is determined by a number of manually engineered rules regarding both syntactic and semantic information. The second method is data-driven — a Support Vector Machine (SVM) using dependency trees and word embeddings as features. Both methods are evaluated on an annotated corpus of Swedish news articles which was created as a part of this thesis. SVM-based methods significantly outperformed the implementation of Mitkov’s algorithm. The best performing SVM model relies on tree kernels applied to dependency trees. The model achieved an F1-score of 0.76 for the positive class and 0.9 for the negative class, where positives are pairs of pronoun and noun phrase that corefer, and negatives are pairs that do not corefer. ; Rapporten beskriver en kvantitativ analys som genomförts för att jämföra två olika metoder för automatisk pronomenbestämning på svenska. Den första metoden, en implementation av Mitkovs algoritm, är en heuristisk metod vilket innebär att pronomenbestämningen görs med ett antal manuellt utformade regler som avser att fånga både syntaktisk och semantisk information. Den andra metoden är datadriven, en stödvektormaskin (SVM) som använder dependensträd och ordvektorer som särdrag. Båda metoderna utvärderades med hjälp av en annoterad datamängd bestående av svenska nyhetsartiklar som skapats som en del av denna avhandling. Den datadrivna metoden överträffade Mitkovs algoritm. Den SVM-modell som ger bäst resultat bygger på trädkärnor som tillämpas på dependensträd. Modellen uppnådde ett F1-värde på 0.76 för den positiva klassen och 0.9 för den negativa klassen, där de positiva datapunkterna utgörs av ett par av pronomen och nominalfras som korefererar, och de negativa datapunkterna utgörs av par som inte korefererar.
Keyword:
Computer and Information Sciences
;
Data- och informationsvetenskap
;
Dependency trees
;
Dependensträd
;
Mitkovs algoritm
;
Mitkov’s algorithm
;
Övervakad inlärning
;
Ordvektorer
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Pronomenbestämning
;
Pronoun resolution
;
Stödvektormaskin
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Supervised learning
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Support Vector Machine
;
SVM-Light-TK
;
Trädkärnor
;
Tree kernels
;
Word embeddings
URL:
http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-289192
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65
Open Challenges on Generating Referring Expressions for Human-Robot Interaction
Leite, Iolanda
;
Dogan, Fethiye Irmak
. - : KTH, Robotik, perception och lärande, RPL, 2020
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66
Теорія залежностей у сучасному синтаксисі ; The theory of dependency in contemporary syntax ; Теория зависимостей в современном синтаксисе
Масицька, Тетяна Євгенівна
;
Masytska, Tetiana Evgenivna
. - 2020
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67
Dependency Treebanks of Ancient Greek Prose
Gorman, Vanessa B.
In: Journal of Open Humanities Data; Vol 6 (2020); 1 ; 2059-481X (2020)
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68
LanguageStructure/TuDeT v0.1 ...
Ferraz Gerardi, Fabrício
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Reichert, Stanislav
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Aragon, Carolina
. - : Zenodo, 2020
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69
Linguatec Tolosa Treebank ...
Miletic, Aleksandra
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Bras, Myriam
;
Esher, Louise
. - : Zenodo, 2020
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70
Linguatec Tolosa Treebank ...
Miletic, Aleksandra
;
Bras, Myriam
;
Esher, Louise
. - : Zenodo, 2020
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71
LanguageStructure/TuDeT v0.1 ...
Ferraz Gerardi, Fabrício
;
Reichert, Stanislav
;
Aragon, Carolina
. - : Zenodo, 2020
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72
Word order preferences and the effect of phrasal length in SOV languages: evidence from sentence production in Persian
Faghiri, Pegah
;
Samvelian, Pollet
In: Glossa: a journal of general linguistics (2016-2021) ; https://hal.archives-ouvertes.fr/hal-02559840 ; Glossa: a journal of general linguistics (2016-2021), Ubiquity Press, 2020, 5 (1), pp.86. ⟨10.5334/gjgl.1078⟩ (2020)
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73
Demographic-Aware Natural Language Processing
Garimella, Aparna
. - 2020
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74
Top-Down Grouping Affects Adjacent Dependency Learning
Wang, Felix Hao
;
Zevin, Jason D.
;
Mintz, Toben H.
...
In: Psychology Faculty Publications (2020)
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75
On understanding character-level models for representing morphology
Vania, Clara
. - : The University of Edinburgh, 2020
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76
Studying Dependency Maintenance Practices Through the Mining of Data from npm Packages
Cogo, Filipe
. - 2020
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77
Cognitive Constraints Built into Formal Grammars: Implications for Language Evolution
Gómez-Rodríguez, Carlos
;
Christiansen, Morten H.
;
Ferrer-i-Cancho, Ramon
. - : Ravignani, A., Barbieri, C., Martins, M., Flaherty, M., Jadoul, Y., Lattenkamp, E., Little, H., Mudd, K., Verhoef, T., 2020
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78
The structural motivation of palatalization ; A motivação estrutural da palatalização ; La motivación estructural de la palatalización
Battisti, Elisa
;
Hermans, Ben
. - 2020
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79
Self attended stack pointer networks for learning long term dependencies
Can, Burcu
;
Tuç, Salih
. - : Association for Computational Linguistics, 2020
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80
Induction of Minimalist Grammars over Morphemes
Ermolaeva, Marina
In: Proceedings of the Society for Computation in Linguistics (2020)
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