Page: 1 2 3 4 5 6 7 8... 23
63 |
Specializing unsupervised pretraining models for word-level semantic similarity
|
|
|
|
BASE
|
|
Show details
|
|
64 |
Non-linear instance-based cross-lingual mapping for non-isomorphic embedding spaces
|
|
|
|
BASE
|
|
Show details
|
|
65 |
Classification-based self-learning for weakly supervised bilingual lexicon induction
|
|
|
|
BASE
|
|
Show details
|
|
66 |
Neural reranking for dependency parsing: An evaluation
|
|
|
|
Abstract:
Recent work has shown that neural rerankers can improve results for dependency parsing over the top k trees produced by a base parser. However, all neural rerankers so far have been evaluated on English and Chinese only, both languages with a configurational word order and poor morphology. In the paper, we re-assess the potential of successful neural reranking models from the literature on English and on two morphologically rich(er) languages, German and Czech. In addition, we introduce a new variation of a discriminative reranker based on graph convolutional networks (GCNs). We show that the GCN not only outperforms previous models on English but is the only model that is able to improve results over the baselines on German and Czech. We explain the differences in reranking performance based on an analysis of a) the gold tree ratio and b) the variety in the k-best lists.
|
|
Keyword:
004 Informatik
|
|
URL: https://madoc.bib.uni-mannheim.de/55426 https://madoc.bib.uni-mannheim.de/55426/ https://madoc.bib.uni-mannheim.de/55426/1/2020.acl-main.379-1.pdf
|
|
BASE
|
|
Hide details
|
|
67 |
LibKGE – A knowledge graph embedding library for reproducible research
|
|
|
|
BASE
|
|
Show details
|
|
68 |
AraWEAT: Multidimensional analysis of biases in Arabic word embeddings
|
|
|
|
BASE
|
|
Show details
|
|
70 |
Rezension zu: Michael Beißwenger / Steffen Pappert: Handeln mit Emojis. Grundriss einer Linguistik kleiner Bildzeichen in der WhatsApp-Kommunikation. Duisburg: UVRR 2019
|
|
|
|
BASE
|
|
Show details
|
|
71 |
Common sense or world knowledge? Investigating adapter-based knowledge injection into pretrained transformers
|
|
|
|
BASE
|
|
Show details
|
|
73 |
XHate-999: analyzing and detecting abusive language across domains and languages
|
|
|
|
BASE
|
|
Show details
|
|
76 |
On the limitations of cross-lingual encoders as exposed by reference-free machine translation evaluation
|
|
|
|
BASE
|
|
Show details
|
|
78 |
XCOPA: A multilingual dataset for causal commonsense reasoning
|
|
|
|
BASE
|
|
Show details
|
|
79 |
Improving bilingual lexicon induction with unsupervised post-processing of monolingual word vector spaces
|
|
|
|
BASE
|
|
Show details
|
|
80 |
Challenges of linking organizational information in open government data to knowledge graphs
|
|
|
|
BASE
|
|
Show details
|
|
Page: 1 2 3 4 5 6 7 8... 23
|
|