Neural dependency parser with biaffine attention and BERT embeddings
This resource contains the code of the dependency parser used in the paper: Do and Rehbein (2020). "Parsers Know Best: German PP Attachment Revisited". The parser is a re-implementation of the neural dependency parser from Dozat and Manning (2017) and is extended to use the BERT language m...
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Database Research Data |
| Language: | English |
| Published: |
Heidelberg
Universität
2023-11-13
|
| DOI: | 10.11588/data/0U6IWL |
| Subjects: | |
| Online Access: | Resolving-System, kostenfrei, Volltext: https://doi.org/10.11588/data/0U6IWL Verlag, kostenfrei, Volltext: https://heidata.uni-heidelberg.de/dataset.xhtml?persistentId=doi:10.11588/data/0U6IWL Verlag, kostenfrei, Volltext: https://github.com/bichngocdo/bert-biaffine-parser 
|
| Author Notes: | Bich-Ngoc Do, Ines Rehbein |
MARC
| LEADER | 00000nmi a2200000 c 4500 | ||
|---|---|---|---|
| 001 | 1871579759 | ||
| 003 | DE-627 | ||
| 005 | 20231129105708.0 | ||
| 006 | su| d|o |0 |0 | ||
| 007 | cr uuu---uuuuu | ||
| 008 | 231129c20239999xx |o | eng c | ||
| 024 | 7 | |a 10.11588/data/0U6IWL |2 doi | |
| 035 | |a (DE-627)1871579759 | ||
| 035 | |a (DE-599)KXP1871579759 | ||
| 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 dependency parser with biaffine attention and BERT embeddings |c Bich-Ngoc Do, Ines Rehbein |
| 264 | 1 | |a Heidelberg |b Universität |c 2023-11-13 | |
| 300 | |a 1 Online-Ressource (9 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 the code of the dependency parser used in the paper: Do and Rehbein (2020). "Parsers Know Best: German PP Attachment Revisited". The parser is a re-implementation of the neural dependency parser from Dozat and Manning (2017) and is extended to use the BERT language model as input features. The pre-trained models on the German dataset of the SPMRL 2014 Shared Task used to report results in the paper are also included. | ||
| 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/0U6IWL |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/0U6IWL |x Verlag |z kostenfrei |3 Volltext |
| 856 | 4 | 0 | |u https://github.com/bichngocdo/bert-biaffine-parser |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-PPN1871579759 |e 4421690376 | ||
| BIB | |a Y | ||
| JSO | |a {"language":["eng"],"recId":"1871579759","physDesc":[{"extent":"1 Online-Ressource (9 Files)"}],"note":["Produktionsdatum: 2020","Gesehen am 22.11.2023"],"type":{"bibl":"dataset","media":"Online-Ressource"},"id":{"doi":["10.11588/data/0U6IWL"],"eki":["1871579759"]},"origin":[{"dateIssuedDisp":"2023-11-13","dateIssuedKey":"2023","publisher":"Universität","publisherPlace":"Heidelberg"}],"title":[{"title_sort":"Neural dependency parser with biaffine attention and BERT embeddings","title":"Neural dependency parser with biaffine attention and BERT embeddings"}],"name":{"displayForm":["Bich-Ngoc Do, Ines Rehbein"]},"person":[{"roleDisplay":"VerfasserIn","display":"Do, Bich-Ngoc","role":"aut","family":"Do","given":"Bich-Ngoc"},{"role":"aut","display":"Rehbein, Ines","roleDisplay":"VerfasserIn","given":"Ines","family":"Rehbein"}]} | ||
| SRT | |a DOBICHNGOCNEURALDEPE2023 | ||