Quantitative methods in syntax/semantics research: A response to Sprouse and Almeida (2013)

E. Gibson, S. Piantadosi, Evelina Fedorenko
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引用次数: 39

Abstract

Sprouse and Almeida (S&A) present quantitative results that suggest that intuitive judgments utilised in syntax research are generally correct in two-condition comparisons: the sentence type that is presented as “good/grammatical” is usually rated better than the sentence type that is presented as “bad/ungrammatical” in controlled experiments. Although these evaluations of intuitive relative judgments are valuable, they do not justify the use of nonquantitative linguistic methods. We argue that objectivity is a universal value in science that should be adopted by linguistics. In addition, the reliability measures that S&A report are not sufficient for developing sophisticated linguistic theories. Furthermore, quantitative methods yield two additional benefits: consistency of judgments across many pairs of judgments; and an understanding of the relative effect sizes across sets of judgments. We illustrate these points with an experiment that demonstrates five clear levels of acceptability. Finally, we observe that S&A's experiments—where only two authors evaluated 10 years' worth of journal articles and one standard textbook within a few months—further emphasise one of our critical original points: conducting behavioural experiments is in many respects easy and fast with the advent of online research tools like Amazon's Mechanical Turk. Given the current ease of performing quantitative experiments (using a platform like Mechanical Turk) and the clear limitations of not doing so, linguistic hypotheses should be evaluated quantitatively whenever it is feasible.
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语法/语义研究中的定量方法:对Sprouse和Almeida(2013)的回应
斯普罗斯和阿尔梅达(S&A)提出的定量结果表明,句法研究中使用的直觉判断在两种情况的比较中通常是正确的:在对照实验中,被呈现为“好/合乎语法”的句子类型通常比被呈现为“坏/不合语法”的句子类型被评为更好。虽然这些对直觉相对判断的评价是有价值的,但它们并不能证明使用非定量语言方法是合理的。我们认为客观性是科学的普遍价值,语言学应该采用这种价值。此外,S&A报告的信度测量不足以发展复杂的语言理论。此外,定量方法还带来了两个额外的好处:在许多对判断中判断的一致性;以及对一系列判断的相对效应大小的理解。我们用一个实验来说明这些观点,该实验展示了五个明确的可接受性水平。最后,我们观察到S&A的实验——只有两位作者在几个月内评估了10年的期刊文章和一本标准教科书的价值——进一步强调了我们最初的一个关键观点:随着像亚马逊的Mechanical Turk这样的在线研究工具的出现,进行行为实验在许多方面变得简单快捷。考虑到目前进行定量实验(使用像Mechanical Turk这样的平台)的便便性和不这样做的明显局限性,语言学假设应该在可行的情况下进行定量评估。
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