Language Learning ( IF 5.240 ) Pub Date : 2020-06-01 , DOI: 10.1111/lang.12408 Guillaume Thierry 1 , Patrick Rebuschat 2, 3
Besides acquiring one's first language(s) in infancy, learning an additional language at a later point in life is one of the most fascinating accomplishments of the human mind. It is so fascinating that it verges on the miraculous. Scientists are not usually fond of the term, however, and many a scholar has striven to identify, characterize, and quantify, if not resolve, the cognitive and neural mechanisms underlying this uniquely human ability. The study of language learning is rendered particularly challenging by the fact that the process is driven by the complex interplay of essential learner‐intrinsic and learner‐extrinsic variables. Moreover, a great deal of language learning happens outside conscious awareness, that is, without the learner relying on explicit processes involving declarative memory or metacognitive awareness. It follows that subjective and questionnaire‐based assessments provide limited insights into the cognitive adventure that represents the learning of a language.
In order to gain theoretical insights, we must thus turn to methods that go beyond the description of overt manifestations of language knowledge and “surface” indicators of performance (i.e., external manifestations of comprehension and production). This explains the spectacular expansion of the cognitive neuroscience of language over the past three decades, involving increasingly sophisticated and diversified methods, such as neuropsychological testing, reaction time experiments, computational modeling, eye‐tracking, electrodermal conductivity, electrophysiology, magnetoencephalography, positron emission tomography, functional magnetic resonance imaging, near‐infrared spectroscopy, transcranial magnetic stimulation, and transcranial direct current stimulation. The risks attached to using such sophisticated methods should not be underestimated, however, because the more sophisticated the method, the more abstract the data obtained, and the less intuitive the interpretation.
This special issue on the cognitive neuroscience of second and artificial language learning (CoNSALL) covers a range of key topics in the study of how we learn and use novel languages. Far from being monolithic, the collection of contributions covers a spectrum of questions, approaches, methods, and considerations. The seven empirical studies and three conceptual reviews deal with a variety of target populations, including child and adult learners; monolinguals, bilinguals, and multilinguals. They cover a wide range of languages, from natural ones such as Basque, Dutch, English, German, Italian, and Spanish to artificial miniature systems, and they focus on different language areas, from vocabulary to morphology and syntax. The studies employ pictures, speech, words, sentences, animations, and videos to study lexical development, the learning of syntactic features such as grammatical gender or word order, and conceptual mapping, from the early stage of learning a second or an artificial language, to full proficiency, and even attrition of the native language. The data are based on a wide range of methodologies, from questionnaires and behavioral (psycholinguistic) measures to event‐related potentials, brain stimulation, as well as structural and functional neuroimaging.
In order to help readers choose a path through the CoNSALL special issue, or perhaps identify those contributions that they will find particularly relevant, we have compiled Table 1, which conveys the diversity of approaches and methods whilst highlighting overlaps among the papers.
Paper | Population | Status | Language(s) | Method(s) | Materials | Procedure(s) | Modality | Measures | Targeted process(es) |
---|---|---|---|---|---|---|---|---|---|
Oppenheim et al. | Children | L2 learners | English‐Spanish | Behavioral longitudinal | Spoken words Pictures | Familiarization Naming | Listening and speaking |
Accuracy RTs |
Learning of L2 word meanings, plasticity, L1 Attrition |
Liu and van Hell |
Adults | Monolinguals | English |
Behavioral ERPs |
Written words Definitions |
Definition learning Semantic priming |
Reading and button press |
Accuracy LPC, N400 |
Within language novel word learning |
Bultena et al. |
Adults |
Bilingual and multilingual learners |
Dutch‐ German |
Behavioral ERPs |
Pictures Written words |
Exposure + feedback 2AFC decision Confidence rating |
Reading and button press |
Accuracy RTs, Ratings ERN, CRN |
L1 interference during L2 grammatical gender learning |
Culbertson et al. | Adults | L2 learners | English‐Spanish | Behavioral | Spoken sentences |
Recall 4AFC MCQ Translation |
Listening or reading and writing |
Word error rate Accuracy Semantic similarity |
Simplified language proficiency measure based on L2 repetition |
Pliatsikas et al. |
Children Adults |
Bilinguals and multilinguals | Miscellaneous | Structural and functional neuroimaging | Varied | Miscellaneous | Miscellaneous |
Gray matter volume Brain metabolism |
Structural and metabolic plasticity in bilinguals |
Antón et al. | Adults | Early and late bilinguals | Basque‐Spanish |
Behavioral ERPs |
Pictures Definitions |
Semantic relatedness | Viewing and button press |
Accuracy RTs P300 |
Novel object conceptual mapping in single and mixed language contexts |
Steinhauer and Kasparian | Adults | Late bilinguals |
German‐English Italian‐ English |
Behavioral ERPs |
Written sentences | Word‐by‐word reading | Word‐by‐word reading and button press |
Accuracy RTs LAN, P600 |
Attrition of native language syntax |
Muylle et al. | Adults | Late bilinguals | Dutch‐Artificial | Behavioral | Words, pictures, sentences, movies |
Vocabulary learning exposure, matching, and production Syntactic priming |
Viewing, speaking, matching, and reading |
Accuracy Scores Priming effect |
Syntactic priming between native and artificial language |
Walker et al. | Adults | Monolinguals and bilinguals |
English‐ Varied Artificial |
Behavioral |
Animations Spoken sentences |
2AFC task Vocabulary test Grammatical judgement |
Viewing, listening and button press |
Accuracy Procedural memory Declarative memory |
Comparative learning of vocabulary, syntax, and case marking |
Williams | Adults | Monolinguals and bilinguals | Varied‐Artificial |
Neuroimaging Neurostimulation Patient studies |
Miscellaneous | Miscellaneous | Miscellaneous |
Activation levels Accuracy, RTs |
Comparing neural substrates of implicit learning and natural language processing |
The diversity that characterizes this special issue is representative of research in second language acquisition and artificial language learning. It should not be seen as a weakness; on the contrary, we believe that the wide range of dimensions covered offer excellent opportunities for transfer of knowledge across research domains and cross‐disciplinary applications of methods. And this is not just a fuzzy‐warm, well‐intended, diplomatic statement. Truly interdisciplinary science does not suddenly happen just because a group of open‐minded academics have been invited to exchange ideas and interact in a given venue for a day or two. A process of discovery and gradual adaptation is required, which entails not only the consideration of questions slightly different from our own, but also what the issues are that critically matter to researchers in neighboring fields, as well as an understanding of how other methods can shed light on the questions we have. Toward the end of this introduction we propose ways in which the different studies, reviews, and opinions presented in the special issue can be related to one another to further our understanding of language learning and use in the future, and how we see them offering interesting opportunities for novel research endeavors and cross‐fertilization.
中文翻译:
第二语言和人工语言学习的认知神经科学导论
除了在婴儿期学习第一门语言外,在生活的晚些时候学习另一门语言是人类心灵上最迷人的成就之一。它是如此迷人,以至于奇迹般的出现。但是,科学家通常不喜欢该术语,而且许多学者都在努力确定,表征和量化(如果不能解决的话)这种独特的人类能力所基于的认知和神经机制。由于学习过程是由本质上的学习者-内在变量和学习者-外在变量之间的复杂相互作用驱动的,这使得语言学习的研究变得特别具有挑战性。此外,大量的语言学习发生在意识意识之外,也就是说,学习者无需依赖涉及陈述性记忆或元认知意识的显式过程。
为了获得理论上的见识,我们因此必须转向超出对语言知识的明显表现和表现的“表面”指示(即理解和生产的外部表现)的描述的方法。这解释了过去三十年来语言认知神经科学的惊人发展,涉及越来越复杂和多样化的方法,例如神经心理学测试,反应时间实验,计算模型,眼动追踪,皮肤电导率,电生理学,磁脑电图,正电子发射断层扫描,功能磁共振成像,近红外光谱,经颅磁刺激和经颅直流电刺激。不应低估使用这种复杂方法所带来的风险,
关于第二语言和人工语言学习(CoNSALL)的认知神经科学的特刊涵盖了关于我们如何学习和使用新型语言的研究中的一系列关键主题。收集的内容绝非单一,而是涵盖了一系列问题,方法,方法和注意事项。七项实证研究和三项概念性综述涉及各种目标人群,包括儿童和成人学习者;单语,双语和多语。它们涵盖多种语言,从巴斯克语,荷兰语,英语,德语,意大利语和西班牙语等自然语言到人工微型系统,它们专注于从词汇到形态和语法的不同语言领域。这些研究使用图片,语音,单词,句子,动画和视频来研究词汇发展,从学习第二种语言或人工语言的早期到完全熟练甚至母语的损耗,学习语法特征(例如语法性别或单词顺序)和概念映射。数据基于各种方法,从问卷调查和行为(心理语言学)措施到事件相关电位,脑部刺激以及结构和功能性神经影像学。
为了帮助读者选择CoNSALL特刊的路径,或者确定他们会发现特别相关的贡献,我们编制了表1,该表传达了方法和方法的多样性,同时强调了论文之间的重叠之处。
纸 | 人口 | 状态 | 语言 | 方法) | 用料 | 程序 | 模态 | 措施 | 目标过程 |
---|---|---|---|---|---|---|---|---|---|
Oppenheim等。 | 小孩儿 | L2学习者 | 英式西班牙语 | 行为纵向 | 口语图片 | 熟悉的命名 | 听和说 |
准确性 即时通讯 |
学习L2单词的含义,可塑性, L1损耗 |
刘和 范·海尔 |
大人 | 单语者 | 英语 |
行为的 企业资源计划 |
文字定义 |
定义学习 语义启动 |
阅读和 按下按钮 |
准确性 LPC,N400 |
语言小说内单词学习 |
布特纳 等。 |
大人 |
双语和 多语言学习者 |
荷兰语 德语 |
行为的 企业资源计划 |
图片 文字 |
曝光+反馈 2AFC决定 置信度 |
阅读和 按下按钮 |
准确性 RT,评分 ERN,CRN |
L2语法性别中的L1干扰 学习 |
Culbertson等。 | 大人 | L2学习者 | 英式西班牙语 | 行为的 | 口语句子 |
召回 4AFC MCQ 翻译 |
听或读 写作 |
字错误率 准确性 语义相似度 |
基于L2重复的简化语言能力测度 |
Pliatsikas 等。 |
小孩儿 大人 |
双语和多语言 | 杂 | 结构和功能神经影像 | 多变 | 杂 | 杂 |
灰质量 脑代谢 |
双语者的结构和代谢可塑性 |
Antón等。 | 大人 | 早期和晚期双语者 | 巴斯克西班牙文 |
行为的 企业资源计划 |
图片 定义 |
语义关联 | 查看和按下按钮 |
准确性 即时通讯 P300 |
单一和混合语言上下文中的新颖对象概念映射 |
斯坦豪和卡斯帕里安 | 大人 | 晚双语 |
德语-英语 意大利语- 英语 |
行为的 企业资源计划 |
书面句子 | 逐字阅读 | 逐字阅读和按键 |
准确性 即时通讯 局域网,P600 |
母语语法损耗 |
Muylle等。 | 大人 | 晚双语 | 荷兰人为 | 行为的 | 单词,图片,句子,电影 |
词汇学习 曝光,匹配和生产 句法启动 |
查看,说话, 匹配和阅读 |
准确性 分数 启动效果 |
母语和人工语言之间的句法启动 |
Walker等。 | 大人 | 单语和双语 |
英语- 多变 人工的 |
行为的 |
动画制作 口语句子 |
2AFC任务 词汇测试 语法的 判断 |
查看,收听和 按下按钮 |
准确性 程序记忆 声明式记忆 |
词汇,语法和案例标记的比较学习 |
威廉姆斯 | 大人 | 单语和双语 | 各种人工 |
神经影像学 神经刺激 患者研究 |
杂 | 杂 | 杂 |
激活水平 精度,RT |
比较内隐学习和自然语言处理的神经基础 |
体现这一特殊问题的多样性代表了第二语言习得和人工语言学习方面的研究。它不应被视为弱点;相反,我们认为涵盖的范围广泛,为跨研究领域的知识转移和方法的跨学科应用提供了极好的机会。这不仅是模糊,善意的外交声明。真正的跨学科科学不会突然发生,仅仅是因为邀请了一群思想开阔的学者来交流思想并在给定的场所互动一两天。需要发现和逐步适应的过程,这不仅需要考虑与我们自己的问题略有不同的问题,而且还有哪些问题对邻近领域的研究人员至关重要,以及对其他方法如何能够阐明我们所遇到的问题的理解。在本导论的结尾,我们提出了一种方法,可以使特刊中提出的不同研究,评论和意见彼此联系起来,以加深我们对未来语言学习和使用的理解,以及我们如何看待它们提供有趣的内容创新研究和交叉受精的机会。