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    題名: Revisiting the automatic prediction of lexical errors in Mandarin
    作者: 萬依萍
    Wan, I-Ping;Allassonnière-Tang, Marc
    貢獻者: 語言所
    關鍵詞: speech errors;Mandarin;frequency gap;position-in-utterance;Levenshtein edit distance
    日期: 2024-06
    上傳時間: 2024-04-29 13:41:08 (UTC+8)
    摘要: Speech errors provide cues for explaining the process of word retrieval. For example, speech errors are less likely to occur with high-frequency words since these words already receive a high level of activation. The current analysis further develops existing findings in two ways. First, instead of considering the overall frequency of the words in the entire corpora, we consider the gap in frequency between sequential pairs of words. We hypothesize that speech errors are more likely to occur if the target has a much lower frequency than its preceding word. Second, we use word embedding methods to quantify the semantic distance between sequential pairs of words. We hypothesize that speech errors are more likely to occur with words that have a large semantic distance from their preceding context. We also consider the potential effects of phonetic distance between sequential pairs of words and position-in-utterance of words in utterances. The results from a Mandarin corpus of speech errors show that word frequency and semantic distance between sequential pairs of words can be used to predict the occurrence of speech errors with an accuracy above the majority baseline.
    關聯: Linguistics Vanguard,
    資料類型: article
    DOI 連結: https://doi.org/10.1515/lingvan-2023-0036
    DOI: 10.1515/lingvan-2023-0036
    顯示於類別:[語言學研究所] 期刊論文

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