Home
Catalogue search
Refine your search:
Keyword
Creator / Publisher:
Bollegala, Danushka (3)
Mandya, Angrosh (3)
Coenen, Frans (2)
Bel, Núria (1)
Hakami, Huda (1)
Hakami, Mona (1)
Scott, Donia (1)
The 28th International Conference on Computational Linguistics 2020 (1)
Zong, Chengqing (1)
Year:
2022 (1)
2020 (2)
Medium:
Online (3)
Type
BLLDB-Access
Search in the Catalogues and Directories
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
AND
OR
AND NOT
All fields
Title
Creator / Publisher
Keyword
Year
Sort by
creator [A → Z]
'
creator [Z → A]
'
publishing year ↑ (asc)
'
publishing year ↓ (desc)
'
title [A → Z]
'
title [Z → A]
'
Simple Search
Hits 1 – 3 of 3
1
Learning to Borrow -- Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion ...
Hakami, Huda
;
Hakami, Mona
;
Mandya, Angrosh
. - : arXiv, 2022
BASE
Show details
2
Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction ...
The 28th International Conference on Computational Linguistics 2020
;
Bollegala, Danushka
;
Coenen, Frans
;
Mandya, Angrosh
. - : Underline Science Inc., 2020
Abstract:
We propose in this paper a contextualised graph convolution network over multiple dependency sub-graphs for relation extraction. A novel method to construct multiple sub-graphs using words in shortest dependency path and words linked to entities in the dependency graph is proposed. Graph convolution operation is performed over the resulting multiple sub-graphs to obtain more informative features useful for relation extraction. Our experimental results show that the proposed method achieves superior performance over existing GCN-based models achieving state-of-the-art performance on cross-sentence n-ary relation extraction and SemEval 2010 Task 8 sentence-level relation extraction task. Our model also achieves a comparable performance to the SoTA on the TACRED dataset. ...
Keyword:
Computer and Information Science
;
Information and Knowledge Engineering
;
Intelligent System
;
Natural Language Processing
;
Neural Network
URL:
https://underline.io/lecture/9015-graph-convolution-over-multiple-dependency-sub-graphs-for-relation-extraction
https://dx.doi.org/10.48448/ef5g-9703
BASE
Hide details
3
Graph Convolution over Multiple Dependency Sub-graphs for Relation Extraction.
Mandya, Angrosh
;
Coenen, Frans
;
Bollegala, Danushka
. - : International Committee on Computational Linguistics, 2020
BASE
Show details
Mobile view
All
Catalogues
UB Frankfurt Linguistik
0
IDS Mannheim
0
OLC Linguistik
0
UB Frankfurt Retrokatalog
0
DNB Subject Category Language
0
Institut für Empirische Sprachwissenschaft
0
Leibniz-Centre General Linguistics (ZAS)
0
Bibliographies
BLLDB
0
BDSL
0
IDS Bibliografie zur deutschen Grammatik
0
IDS Bibliografie zur Gesprächsforschung
0
IDS Konnektoren im Deutschen
0
IDS Präpositionen im Deutschen
0
IDS OBELEX meta
0
MPI-SHH Linguistics Collection
0
MPI for Psycholinguistics
0
Linked Open Data catalogues
Annohub
0
Online resources
Link directory
0
Journal directory
0
Database directory
0
Dictionary directory
0
Open access documents
BASE
3
Linguistik-Repository
0
IDS Publikationsserver
0
Online dissertations
0
Language Description Heritage
0
© 2013 - 2024 Lin|gu|is|tik
|
Imprint
|
Privacy Policy
|
Datenschutzeinstellungen ändern