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Analogical Reasoning on Chinese Morphological and Semantic Relations

arXiv 1805.06504 ↗First posted 12 May 2018cs.CL cs.AIcited by 50

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Abstract (arXiv)

Analogical reasoning is effective in capturing linguistic regularities. This paper proposes an analogical reasoning task on Chinese. After delving into Chinese lexical knowledge, we sketch 68 implicit morphological relations and 28 explicit semantic relations. A big and balanced dataset CA8 is then built for this task, including 17813 questions. Furthermore, we systematically explore the influences of vector representations, context features, and corpora on analogical reasoning. With the experiments, CA8 is proved to be a reliable benchmark for evaluating Chinese word embeddings.

Key facts. Cited by 50 papers in the map (data through 7 Oct 2026). First posted on arXiv 12 May 2018.

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Citing papers per year: 2021: 12; 2022: 25; 2023: 5; 2024: 6; 2025: 2.

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