We propose Sememe Prediction with Sentence Embedding and Chinese Dictionary (SPSECD), an end-to-end neural network which implements sentence embedding and ...
Bibliographic details on Lexical Sememe Prediction with RNN and Modern Chinese Dictionary.
It predefines a set of 2,000 sememes and uses them to annotate over 100,000 Chinese and English words. OpenHowNet, developed by THUNLP, opens source core data ...
Apr 25, 2024 · Lexical Sememe Prediction with RNN and Modern Chinese Dictionary. ICNC-FSKD 2018: 825-830; 2017. [c3]. view. electronic edition via DOI ...
model have been proposed, which incorporates a dictionary as auxiliary information and predicts the sememe through the Recurrent Neural Network [25].
They assumed that words which have similar semantic meanings are likely to share similar sememes. Thus, they propose to represent word meanings as embeddings ...
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In this paper, we explore the approach of applying dictionary definitions to predicting sememes for unannotated words. We find that sememes of each word are ...
As shown by Yin. (1984), more than 90% of Chinese characters in modern Chinese corpora are morphemes. Chinese words can be divided into single-morpheme words.
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Aug 24, 2023 · Incorporating chinese characters of words for lexical sememe prediction. ... Lexicon of common words in contemporary chinese, 2008. Google ...
A novel model to improve the performance of sememe prediction by introducing synonyms is proposed and provides a methodological reference for commonsense KB ...