Decomposing word embedding with the capsule network

X Liu, Q Chen, Y Liu, J Siebert, B Hu, X Wu… - Knowledge-Based …, 2021 - Elsevier
Word sense disambiguation tries to learn the appropriate sense of an ambiguous word in a
given context. The existing pre-trained language methods and the methods based on multi …

Towards multi-sense cross-lingual alignment of contextual embeddings

L Liu, TH Nguyen, S Joty, L Bing, L Si - arXiv preprint arXiv:2103.06459, 2021 - arxiv.org
Cross-lingual word embeddings (CLWE) have been proven useful in many cross-lingual
tasks. However, most existing approaches to learn CLWE including the ones with contextual …

Towards the extraction of cross-sentence relations through event extraction and entity coreference

I Simova - 2021 - publikationen.sulb.uni-saarland.de
Cross-sentence relation extraction deals with the extraction of relations beyond the sentence
boundary. This thesis focuses on two of the NLP tasks which are of importance to the …