Attention-based conditioning methods for external knowledge integration

K Margatina, C Baziotis, A Potamianos - arXiv preprint arXiv:1906.03674, 2019 - arxiv.org
In this paper, we present a novel approach for incorporating external knowledge in
Recurrent Neural Networks (RNNs). We propose the integration of lexicon features into the …

Coreference resolution for spoken French

L Grobol - 2020 - hal.science
A coreference chain is the set of linguistic expressions—or mentions—that refer to the same
entity or discourse object in a given document. Coreference resolution consists in detecting …

HPCC-YNU at SemEval-2020 Task 9: A bilingual vector gating mechanism for sentiment analysis of code-mixed text

J Kong, J Wang, X Zhang - arXiv preprint arXiv:2010.04935, 2020 - arxiv.org
It is fairly common to use code-mixing on a social media platform to express opinions and
emotions in multilingual societies. The purpose of this task is to detect the sentiment of code …

A Semantic Feature Representation Method Based on Dynamic Selection of Sub-word-level and Word-level

XD Cai, ZC Gao, ST Zheng - 2021 2nd International Conference …, 2021 - ieeexplore.ieee.org
Aiming at the problem that low-frequency words or unregistered words are difficult to learn
effective word-level feature information due to lack of training samples, which makes the …