Neural PP attachment disambiguation systems

This resource contains code for different types of neural PP attachment disambiguation systems: A disambiguation system inspired by de Kok et al. (2017) but with the ranking loss function. A disambiguation system with biaffine attention similar to the neural dependency parser in Dozat and Manning (2...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: Do, Bich-Ngoc (VerfasserIn) , Rehbein, Ines (VerfasserIn)
Dokumenttyp: Datenbank Forschungsdaten
Sprache:Englisch
Veröffentlicht: Heidelberg Universität 2023-11-13
DOI:10.11588/data/DKWKGJ
Schlagworte:
Online-Zugang:Resolving-System, kostenfrei, Volltext: https://doi.org/10.11588/data/DKWKGJ
Verlag, kostenfrei, Volltext: https://heidata.uni-heidelberg.de/dataset.xhtml?persistentId=doi:10.11588/data/DKWKGJ
Verlag, kostenfrei, Volltext: https://github.com/bichngocdo/biaffine-pp-disambiguation
Volltext
Verfasserangaben:Bich-Ngoc Do, Ines Rehbein

MARC

LEADER 00000nmi a2200000 c 4500
001 1871577489
003 DE-627
005 20231129110155.0
006 su| d|o |0 |0
007 cr uuu---uuuuu
008 231129c20239999xx |o | eng c
024 7 |a 10.11588/data/DKWKGJ  |2 doi 
035 |a (DE-627)1871577489 
035 |a (DE-599)KXP1871577489 
040 |a DE-627  |b ger  |c DE-627  |e rda 
041 |a eng 
084 |a 28  |2 sdnb 
100 1 |a Do, Bich-Ngoc  |d 1989-  |e VerfasserIn  |0 (DE-588)1208354051  |0 (DE-627)1694619745  |4 aut 
245 1 0 |a Neural PP attachment disambiguation systems  |c Bich-Ngoc Do, Ines Rehbein 
264 1 |a Heidelberg  |b Universität  |c 2023-11-13 
300 |a 1 Online-Ressource (16 Files) 
336 |a Text  |b txt  |2 rdacontent 
336 |a Computerdaten  |b cod  |2 rdacontent 
337 |a Computermedien  |b c  |2 rdamedia 
338 |a Online-Ressource  |b cr  |2 rdacarrier 
500 |a Produktionsdatum: 2020 
500 |a Gesehen am 22.11.2023 
520 |a This resource contains code for different types of neural PP attachment disambiguation systems: A disambiguation system inspired by de Kok et al. (2017) but with the ranking loss function. A disambiguation system with biaffine attention similar to the neural dependency parser in Dozat and Manning (2017). The systems are described in details in the paper: Do and Rehbein (2020). "Parsers Know Best: German PP Attachment Revisited". We also include all pre-trained models reported in the paper. 
650 4 |a Arts and Humanities 
650 4 |a Computer and Information Science 
655 7 |a Forschungsdaten  |0 (DE-588)1098579690  |0 (DE-627)857755366  |0 (DE-576)469182156  |2 gnd-content 
655 7 |a Datenbank  |0 (DE-588)4011119-2  |0 (DE-627)106354256  |0 (DE-576)208891943  |2 gnd-content 
700 1 |a Rehbein, Ines  |e VerfasserIn  |0 (DE-588)1207353833  |0 (DE-627)1693632373  |4 aut 
787 0 8 |i Forschungsdaten zu  |a Do, Bich-Ngoc, 1989 -   |t Parsers know best  |d 2020  |w (DE-627)1871576784 
856 4 0 |u https://doi.org/10.11588/data/DKWKGJ  |x Resolving-System  |x Verlag  |z kostenfrei  |3 Volltext 
856 4 0 |u https://heidata.uni-heidelberg.de/dataset.xhtml?persistentId=doi:10.11588/data/DKWKGJ  |x Verlag  |z kostenfrei  |3 Volltext 
856 4 0 |u https://github.com/bichngocdo/biaffine-pp-disambiguation  |x Verlag  |z kostenfrei  |3 Volltext 
951 |a BO 
992 |a 20231129 
993 |a ResearchData 
994 |a 2023 
998 |g 1207353833  |a Rehbein, Ines  |m 1207353833:Rehbein, Ines  |d 90000  |e 90000PR1207353833  |k 0/90000/  |p 2  |y j 
998 |g 1208354051  |a Do, Bich-Ngoc  |m 1208354051:Do, Bich-Ngoc  |p 1  |x j 
999 |a KXP-PPN1871577489  |e 4421684570 
BIB |a Y 
JSO |a {"physDesc":[{"extent":"1 Online-Ressource (16 Files)"}],"type":{"bibl":"dataset","media":"Online-Ressource"},"note":["Produktionsdatum: 2020","Gesehen am 22.11.2023"],"language":["eng"],"recId":"1871577489","origin":[{"dateIssuedKey":"2023","publisher":"Universität","dateIssuedDisp":"2023-11-13","publisherPlace":"Heidelberg"}],"title":[{"title_sort":"Neural PP attachment disambiguation systems","title":"Neural PP attachment disambiguation systems"}],"id":{"doi":["10.11588/data/DKWKGJ"],"eki":["1871577489"]},"person":[{"role":"aut","roleDisplay":"VerfasserIn","display":"Do, Bich-Ngoc","given":"Bich-Ngoc","family":"Do"},{"given":"Ines","family":"Rehbein","role":"aut","display":"Rehbein, Ines","roleDisplay":"VerfasserIn"}],"name":{"displayForm":["Bich-Ngoc Do, Ines Rehbein"]}} 
SRT |a DOBICHNGOCNEURALPPAT2023