We study the task of learning and evaluating Chinese idiom embeddings. We first construct a new evaluation dataset that contains idiom synonyms and antonyms. Observing that existing Chinese word embedding methods may not be suitable for learning idio
m embeddings, we further present a BERT-based method that directly learns embedding vectors for individual idioms. We empirically compare representative existing methods and our method. We find that our method substantially outperforms existing methods on the evaluation dataset we have constructed.
It seems that the concept of experimentation in terms of conceptual semantics and conventional meanings is essential, inevitable, due to frequent trading and its prevalence among researchers, specialists and non-specialists in addition to what the co
ncept of diversification in procedural techniques and tools on the one hand, and the maturity of intellectual and ideological dimension, on the other hand, this paper provides an illustrative study of the concept of experimentation from significant linguistic and idiomatic, Through its relationship with its associated concepts such as modernity, authenticity and alienation, for confirming that experimentation is not a concept, and that it is as much a reflection of attitudes or philosophical insights into Existentialism and the aesthetic and historical control the overall creative process.
