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Defense Language Institute Foreign Language Center RETENTION WITHOUT RETENTION WITHOUT DRILLS DRILLS How Corpora Inform Second How Corpora Inform Second Language Acquisition Language Acquisition By Daniel Wang [email protected]

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Page 1: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Defense Language Institute Foreign Language Center

RETENTION WITHOUT RETENTION WITHOUT DRILLSDRILLS

How Corpora Inform Second How Corpora Inform Second Language AcquisitionLanguage Acquisition

By Daniel Wang

[email protected]

Page 2: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Challenges faced by Adult L2s in SLA

• Intrinsic and Extrinsic Motivation Factors

• Chinese as surmountable challenge: Recent corpus research reports 53,623 words, of which there are 10,632 polysemous words

• The need for a structured and incremental approach to introducing, acquiring and applying vocabulary in a communicative setting

Page 3: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Non-Drill Approaches To Ensure Retention

To Address Challenges Learners Face While Acquiring, Reviewing and Applying Vocabulary, this Presentation Seeks to:Introduce Motivational Dimensions in Adult L2’s SLA

Process,Introduce Currently Ongoing Research Based on Respected

Corpora,Discuss Practical Applications Derived From These Results,Introduce A Curriculum Design That Enables A Natural

Progression Through FLO Topics, Discuss How This Combination Enhances Learners’

Metacognitive Skills As Well As Automaticity, andConclude by Discussing How the Above Methods Address

Adult L2’s Motivational Dimensions.

Page 4: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Challenge One: Intrinsic Motivation From Appraisal to Motivation

• Scherer’s Five Dimensions of Appraisal:– Novelty– Pleasantness– Goal relevance– Coping potential– Self and social image/ compatibility

Page 5: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

A Tripartite System for Stimulus Appraisal

• Amygdala

• Orbitofrontal Cortex

• Body Proper

Page 6: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Stimulus (visual, tactile, auditory and gustatory)

Thalamus (sorts and routes input)

Sensory Cortex (processes sensory

inputs)

Sensory Association

Cortex

Orbitofrontal Cortex (Makes decisions based on stimuli’s value

assessments)

Amygdala

(“Hey, we hate that / love that”)

Brain Stem

* Reticular formation carries consciousness

* Medulla oblongata controls basic body functions

* Pons relays movement info between cortex and cerebellum

* Midbrain coordinates sensory and motor functions

Hypothalamus (Hormonal control of physical responses to emotions)

Endocrine System (Internal regulation – controls body functions by secreting

hormones and peptides)

Motor System (External regulation -- body movements)

Autonomic Nervous System

Sympathetic NS (Reactive – agitation response, fight or flight)

Parasympathetic NS (Rest, digestion and growth)

Page 7: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Challenge Two: Massive Burden of Vocabulary

• By extrapolating patterns and structures out of the natural language, corpora research helps ensure goal relevance by shedding light on more natural approaches to curriculum design and classroom practices.

• Corpora research help learners cope with the enormous bank of Chinese vocabulary by suggesting better learning strategies.

Page 8: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Comprehension ProcessComprehension Process

Page 9: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

We sure can’t ask learners to “just go through the dictionary”...

Page 10: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Meaning of a Chinese character…

Should not be viewed as a pinpoint, but as a sphere of possibilities that changes with context and evolves with time.

汉字

汉 字

汉堡

汉学家

汉语拼音方案

门外汉

单身汉

金刚铁汉

老子英雄儿好汉

名字

数字

赤字

字幕 字里行间 字帖

八字没一撇

Page 11: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Question: How Then Do We Prioritize Vocabulary for

Structured Learner Retention?

Solution: Corpora Research

Page 12: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Corpora Consulted in this Research Project

•现代汉语研究语料库•清华大学 ZW大型通用汉语语料库•現代漢語平衡語料庫• Lancaster Corpus of Mandarin

Chinese

Page 13: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

According to Latest Data from the 现代汉语研究语料库 ,

Each POS Occupies the Following Percent in the Chinese Language

Page 14: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

POS Frequency of Occurrence and Percentage Represented

Derived From 清华大学 ZW 大型通用汉语语料库

Page 15: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

When the following formula is used…

占总词条比率Percentage Represented

----------------------------------- = “per-word payoff”

出现频率 (i.e. Effectiveness Ratio)

Frequency of Occurrence

The Following Analyses Become Possible:

Page 16: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

We find that:

• Pronouns’ Effectiveness Ratio (per-word payoff) = 6.21% / 1.66% = 3.74

• Nouns’ Effectiveness Ratio (per-word payoff) = 31.42 / 48.76 = 0.64

• By Comparison: A regimen that assigns priority early on to pronouns will be 6.13 times more efficient than a regimen favoring nouns

Page 17: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Research Results Show that: When Designing Curriculum, Teaching or Learning,

Vocabulary Should be Prioritized by POS

Page 18: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Natural Collocation by POS (1)Derived From 清华大学 ZW 大型通用汉语语料库

Page 19: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Natural Collocation by POS (2) Calculations Based On 清华大学 ZW 大型通用汉语语料库

Page 20: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Research Result: Priorities for Introduction and Acquisition

(Collocation Freq Intersection with Word Freq)

Page 21: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Pairing Sequences' Frequency of Occurrence (%) in the Chinese Language

10%

10%

9%

7%

6%

6%6%

5%

3%

3%

3%

3%

3%

2%

2%

2%

2%

2%

2%

2%2%

2%2%

2% 2% 1% 1% 1%

Noun-Noun

Noun-Verb

Verb-Noun

Part-Noun

Verb-Verb

Verb-Part

Adv-Verb

Noun-Part

Prep-Noun

Noun-Adv

Adj-Part

Num-Meas

Pr-Verb

Part-Verb

Adj-Noun

Verb-Pr

Verb-Adj

Pr-Noun

Noun-Conj

Adv-Adj

Meas-Noun

Conj-Verb

Noun-Adj

Adj-Verb

Conj-Noun

Part-Adj

Noun-Prep

Verb-Adv

Page 22: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Challenge Three: Structured and Incremental Approach is Needed to…

• Navigate through the FLO topics in natural progression,

• Pace the introduction of vocabulary in a manageable and digestible fashion, and

• Develop a thorough understanding of natural phenomena in the Chinese language.

Page 23: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Research Finding: Natural Progression Through FLO Topics (1)

Page 24: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Research Finding: Natural Progression Through FLO Topics (2)

Page 25: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Select Keywords By FLO Topics

• Example -- Military :军事、军队、国防、空军、海军、征兵、服役、转业、民兵、预备役、军衔、复员、文职、后勤、装备、战备、作战、训练、防空、军需、武器、弹药、 …退伍

Page 26: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Sample Expansion of Vocabulary by theme/ FLO topics (1)

•Military• 十面埋伏 • 十年磨剑

• 十年生聚,十… • 十生九死• 十死一生 • 十围五攻

• 三十六策,走为上策• 三十六计,走为上策

• 十二金牌• ( 十拿九稳 )• ( 十全十美 )• ( 十万火急 )• ( 十字街头 )• ( 十字路口 )

Page 27: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Sample Expansion of Vocabulary by theme/ FLO topics (2)

• Social/economic -- education•九流十家 •十年寒窗 •十载寒窗•闻一知十•举十知九•一目十行

• ( 十拿九稳 )• ( 十全十美 )• ( 十万火急 )• ( 十字街头 )• ( 十字路口 )

Page 28: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

• Social/Econmic -- Employment • 九儒十丐 • 七十二行 • 三百六十行 • 三十而立 • 三十六行

• 十年树木,百年树人• 十羊九牧 • 十步芳草

• ( 十拿九稳 )• ( 十全十美 )• ( 十万火急 )• ( 十字街头 )• ( 十字路口 )

Sample Expansion of Vocabulary by theme/ FLO topics (3)

Page 29: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

When Vocabulary Requirement Considerations Take into Account…

• Frequency of use

• Percentage representation in overall language, as well as

• FLO Topics

Page 30: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

•More and potentially better paths to the goal become discernable, and

•The resultant vocabulary pool is far more manageable to students, increasing students’ coping potential.

Page 31: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Curriculum Samples

• In the interest of time, this presentation will narrow in on the first five weeks of the Intermediate Level Course.

Page 32: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

STATISTICAL ANALYSES (1)Text: Intermediate Weeks 1-5Total Number of Lessons: 11Number of Distinct Texts: 17

CHARACTER-LEVEL ANALYSES

WORD-LEVEL ANALYSES

# of Characters Presented: 16041# of Distinct New Characters: 1561Mean Occurrences per Lesson: 1458.27Mean Occurrences per Text: 943.59Per Lesson Mean New Occurrence: 141.91Per Text Mean New Occurrence: 91.82

Ratio of Distinct New Characters versus Total Number of Characters: 9.73%Recycling Effect = 90.27%

# of Words Presented: 9944# of Distinct New Words Presented: 2915Per Lesson Mean New Occurrence: 265Per Text Mean New Occurrence: 171.47

Ratio of Distinct New Words versus Total Number of Words: 29.31%

Recycling Effect = 70.69%

Page 33: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

CHARACTER-LEVEL ANALYSES

WORD-LEVEL ANALYSES

Recycling/Spiraling Effect Analysis – Distinct New Characters:Appeared in 1 text only: 580Appeared in 2 texts: 266Appeared in 3 texts: 187Appeared in 4 texts: 108Appeared in 5+ texts: 420

Recycling/Spiraling Effect Analysis -- Distinct New Words:Appeared in 1 text only: 2006Appeared in 2 texts: 493Appeared in 3 texts: 170Appeared in 4 texts: 82Appeared in 5+ texts: 164

STATISTICAL ANALYSES (2)Text: Intermediate Weeks 1-5Total Number of Lessons: 11Number of Distinct Texts: 17

Page 34: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Sample Passage (1)

UNDP報告中所謂中國對周邊國家的“威脅”,無非是兩個方面:第一,中國的勞動力成本低廉;第二,中國與這些國家出口產品基本同質。其實歸結為一點,那就是相對於發達國家,中國與周邊國家具有相同的優勢,因此,產業間和產業內的相互競爭不可避免。在聯合國發展項目委員會看來,這純粹是一個零和博弈:中國得即周邊國家失。造成目前這種局面的原因僅僅在於中國先行一步,周邊國家“未能趕上中國的步伐”。

Page 35: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Sample Passage (2)

UNDP “ 报告 中 所谓 中国 对 周边 国家 的 ” 威胁 , 无非 是 两 个 方面 : 第一 , 中国

的 劳动力 成本 低廉 ; 第 二 , 中国 与 这些 国家 出口 产品 基本 同质 。 其实 归结 为 一

点 , 那 就 是 相对 于 发达国家 , 中国 与 周边 国家 具有 相同 的 优势 , 因此 , 产业

间 和 产业 内 的 相互 竞争 不 可 避免 。 在 联合国 发展 项目 委员会 看来 , 这 纯粹 是

一 个 零和 博弈 : 中国 得 即 周边 国家 失 。 造成 目前 这 种 局面 的 原因 仅仅 在于 “ 中国 先行 一 步 , 周边 国家 未能 赶 上 ” 中国 的 步伐 。

Page 36: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Sample Tasks/Activities (1)

Page 37: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Sample Tasks/Activities (2)

Page 38: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Sample Tasks/Activities (3)

Page 39: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Corpora Basis for Choice of Production Operators (1)

Page 40: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

• Mean Frequency Percentile Showed That: Words required for this task is within top 2.51% most common in the language, learners' production proficiencies will benefit from these choices.

Corpora Basis for Choice of Production Operators (2)

Page 41: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

• “Per Unit Categorical Effectiveness of Task with These POS” Showed That: POS of these words are very common (averages to be within top 2.51% most commonly seen), highly adaptable in substitution and expansion exercises.

Corpora Basis for Choice of Production Operators (3)

Page 42: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

• “Mean Unit (3) Categorical Frequency for These POS Pairing Sequences” Showed That: These POS pairing sequences often appear, meaning learners are likely to find this pairing to be helpful in production tasks.

Corpora Basis for Choice of Production Operators (4)

Page 43: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Corpora Basis for Choice of Production Operators (5)

Page 44: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Sample Snapshot of Application Under Development: Learner’s Dictionary

Page 45: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Future Direction of This Research

• Learner’s Dictionary

• Correlation to DLPT5: Correlation under validation, to be released once target sample size has been reached.

Page 46: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Aren’t You Glad I Used A Systemic Approach in This Presentation As

Opposed to the “Fire Hose” Approach?

Page 47: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

Thank You for Coming.

Are There Any Questions?

Page 48: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

References and Sources参考文献与资料来源

• Bloom, B. S. (Ed.) (1989). Taxonomy of educational objectives. Handbook I: cognitive domain. New York, McKay.

• Cepeda, NJ, Vul E., Rohrer, D., Wixted, JT, Pashler, H. Spacing effects in learning: a temporal ridgeline of optimal retention. Psychol Sci 2008;19(11):1095-102.

• Leaver, Betty Lou. (2003). Achieving Native-Like Second Language Proficiency, A Catalogue of Critical Factors, Vol 1 Speaking: 101-106. Salinas, CA: MSI Press-CDLC Imprints. 

• Hauptman, J. (2004). The Effect of the Integrated Key Word Method on Vocabulary Retention and Motivation. Ph.D. Thesis. University of Leicester.

Page 49: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

References and Sources (cont.)参考文献与资料来源 (续)

• McEnery A., Xiao Z., The Lancaster Corpus of Mandarin Chinese: A Corpus for Monolingual and Contrastive Language Study, LREC 2004 Proceedings, pp. 1175—1178.

• Schumann, John H. (1999). The Neurobiology of Affect in Language Learning. Wiley-Blackwell.

• Wang, Daniel. (2008, December). Paving the Road to Near-Native Reading Proficiency -- Application of Sight Translation in the Classroom Environment. Presentation at the 6th CDLC Conference, Linthicum Heights, MD.

• Wang, Daniel. (2008, March). Accelerated Character Recognition Course (ACRC) 簡繁轉換精簡教程 . Presentation at the LEARN Conference, Monterey, CA.

Page 50: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

References and Sources (cont.) 参考文献与资料来源 (续)

•《国务院公文主题词表》•《康熙部首》•柯華葳、陳明蕾、廖家寧( 2005),〈詞頻、詞彙類型與眼球運動型態:來自篇章閱讀的證據〉,《中華心理學刊》, 47,頁 381-398。(TSSCI)

•王惠:词义•词长•词频——《现代汉语词典》( 第 5 版 ) 多义词计量分析,《中国语文》, 2009( 2 )

Page 51: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

References and Sources (cont.)参考文献与资料来源 (续)

•现代汉语常用词表(草案) /《现代汉语常用词报》课题组,北京:商务印书馆, 2008

•“中国语言生活状况报告”课题组,中国语言生活状况报告( 2006) . 北京:商务印书馆 , 2007

•语料库:–现代汉语研究语料库–清华大学 ZW大型通用汉语语料库–Lancaster Corpus of Mandarin Chinese–現代漢語平衡語料庫

Page 52: Defense Language Institute Foreign Language Center RETENTION WITHOUT DRILLS How Corpora Inform Second Language Acquisition By Daniel Wang daniel.wang1@us.army.mil

This speech/presentation is authorized by the Defense Language Institute Foreign Language Center and the Department of Defense. Contents of this presentation are not necessarily the official views of, or endorsed by, the U.S. Government, Department of Defense, Department of the Army, or the Defense Language Institute Foreign Language Center