How to Learn Advanced English Vocabulary (Chinese Edition) | Lesson No.022 | Read for Vocabulary Like a Linguist | 第022课：像语言研究者一样从阅读中提取高级词汇

Series ID: EDKS-ADV-VOC-ZH-0022 · Advanced English Vocabulary (Chinese Edition) · Lesson No.022 · Batch 06 · C1 → C2 · 简体中文辅助

Do not read only to finish the article. Read to discover how English behaves.
不要只为了“读完文章”而读。要读出英语到底是怎样运作的。

An advanced learner can finish a difficult article, understand the main argument and still learn almost nothing new about vocabulary. The learner notices one or two unfamiliar words, checks a translation, closes the page and moves on. The ideas were understood; the lexical evidence disappeared.

真正高水平的阅读，会留下另一种东西：你开始注意一个熟词突然用了新义；一个普通动词总是跟某个名词搭配；一个学术短语反复执行同一种论证功能；一个词在新闻里很常见，在研究论文里却换了语域；一个专业术语附近总出现同一组动词与形容词。

Reading therefore becomes more than comprehension. It becomes a lexical laboratory.

Research on second-language vocabulary acquisition consistently shows that vocabulary learning is incremental: repeated encounters with words in reading matter, and learners gradually build form, meaning and usage knowledge across encounters. Recent work also shows that the effect of rereading the same text versus meeting words in different contexts is nuanced rather than governed by one simple rule. The practical lesson is clear: one encounter is rarely enough, but repetition without attention is not enough either.

This lesson therefore teaches a deliberate eight-stage system:

Notice → Select → Capture → Verify → Connect → Retrieve → Reuse → Return

注意 → 筛选 → 捕捉 → 验证 → 连接 → 提取 → 再用 → 回访

This is not Lesson No.008 again. Lesson No.008 owns the problem of inferring unknown words from context and then verifying them. Lesson No.022 owns a broader reading-to-vocabulary conversion problem: how to harvest lexical behaviour from authentic texts, including vocabulary you already “know”.

It also does not replace the general reading-comprehension owners. The reading text is the source; the object of study here is the vocabulary system inside it.

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1. Read twice for two different jobs | 同一篇文章，至少允许自己有两种阅读任务

First reading: understand the text.

• What is the main claim?
• What evidence supports it?
• What is the structure?
• What can I safely ignore for now?

Second reading: inspect lexical behaviour.

• Which familiar words behave unexpectedly?
• Which collocations recur?
• Which frames organise reasoning?
• Which words carry stance or register?
• Which domain terms deserve promotion?

Trying to perform both jobs perfectly on every line can destroy reading flow.

2. First pass: protect meaning flow | 第一遍先保护阅读流，不要每三秒查一次词典

If a word does not block the argument, mark it lightly and continue. If the meaning is central, infer or verify as needed. Advanced vocabulary growth requires attention, but excessive interruption can turn reading into dictionary administration.

一个实用规则：

• Blocks meaning? Check sooner.
• Interesting but nonessential? Mark and continue.
• Looks useful for your own English? Add to harvest queue.

3. Second pass: hunt lexical evidence | 第二遍不是找“生词”，而是找 lexical evidence

Lexical evidence includes:

• a new word;
• a familiar word with a new sense;
• a strong collocation;
• a recurrent phrase frame;
• a word-family relationship;
• a register marker;
• a stance marker;
• a metaphorical extension;
• a pronunciation surprise;
• a domain-specific term or usage.

Many of the highest-value discoveries are not “unknown words”.

4. Use eight annotation codes | 用八个轻量标记，避免笔记失控

Code	Meaning
N	genuinely new word
S	familiar word, new sense
C	collocation
F	frame / lexical bundle
R	register or stance
W	word-family / morphology
D	domain term or domain-specific sense
P	pronunciation / spoken-form issue

You can annotate a demanding page without writing a paragraph of notes beside every sentence.

5. Notice does not mean study | 注意到，不代表全部都要学

If you notice twelve items, you may deliberately study only three.

That is not wasted noticing. Attention creates a weak first trace. Future encounters may strengthen it.

高级学习最大的风险之一，是把“发现”误解成“必须收集”。

6. Select by value, not novelty | 筛选标准不是“这个词我没见过”

Promote an item when several of these are true:

• it recurs across texts;
• it is useful in your work/study;
• it solves a repeated expression gap;
• it transfers across topics;
• it forms useful collocations;
• it belongs to an important word family;
• it carries important stance/register information;
• misunderstanding it changes the argument.

7. Use three buckets: Ignore, Observe, Promote | 三桶法：忽略、观察、主动化

Bucket	Action
Ignore for now	rare/peripheral; meaning recoverable; low personal value
Observe	interesting item; wait for another encounter
Promote	high-value item; deliberate study and retrieval

This prevents vocabulary notebooks from becoming graveyards of one-off words.

8. Capture the sentence, not just the word | 捕捉时先保存“证据句”

Weak note:

mitigate = 减轻

Stronger capture:

The revised procedure may mitigate the risk of duplicate entries.

Now you have meaning, object pattern and register evidence.

9. Capture one line before opening the dictionary | 查词典前，先写“我目前觉得它是什么意思”

Write a fast hypothesis:

mitigate = reduce severity/risk?

Then verify. This makes the dictionary check active rather than passive.

10. Verification means sense selection, not translation confirmation | 验证不是“看看中文翻译对不对”

• Which numbered sense?
• Which part of speech?
• Which complement pattern?
• Which register label?
• Which typical objects?
• Which pronunciation?

Lesson No.013’s sense-selection system should be active here.

11. One sentence is evidence, not the whole language | 一个例句只能告诉你“这里可以这样用”

Do not infer unlimited usage from one author’s sentence. A phrase may be:

• genre-specific;
• field-specific;
• creative;
• rare;
• region-specific;
• context-bound.

Promote important items only after multiple examples or strong dictionary/corpus support.

12. Read for familiar words with new behaviour | 熟词新义是高级阅读的黄金矿区

You meet address in “address a limitation”, account in “account for variation”, position in “be well positioned to expand”. These may be more valuable than a rare new adjective.

Mark them S, not N.

13. Read for collocations | 搭配是最值得从阅读里直接收集的证据之一

• compelling evidence;
• pose a challenge;
• reach a conclusion;
• allocate resources;
• mitigate risk;
• draw a distinction;
• underlying assumption.

Do not rewrite them immediately as single-word translations. Capture the combination.

14. Collocation harvesting should be selective | 不是看到两个词挨在一起就叫搭配

Prioritise combinations that:

• recur;
• feel unpredictable to you;
• solve an output problem;
• belong to your target register;
• carry useful semantic precision.

15. Read for sentence frames | 阅读可以直接扩充第018课的框架库

• There is little evidence to suggest that…
• One possible explanation is that…
• The extent to which X affects Y…
• A key limitation is…
• Taken together, these findings…

Mark F and record the communicative function.

16. Read for stance | 好文章里的 may / suggest / clearly 都值得读

Notice:

• where authors hedge;
• where they use strong verbs;
• where they limit scope;
• where they name uncertainty;
• where evaluation appears.

Mark R. Lesson No.020 supplies the stance map.

17. Read for register, not only meaning | 读出“这个表达属于什么场合”

Compare a research article, newspaper analysis and interview transcript on the same topic. The concepts may overlap while the lexical density, phrase frames and stance markers differ.

Genre comparison is one of the fastest ways to feel register.

18. Read for domain terminology | 专业阅读要收“概念网络”，不是只收术语

Mark D and capture:

• term;
• plain definition;
• category;
• contrast term;
• verbs/adjectives around it;
• measurement or mechanism if relevant.

Lesson No.019’s domain-vocabulary architecture applies.

19. Read for word families | 一个词出现，顺便看家族成员怎样换工作

• analyse → analysis → analytical;
• vary → variation → variable;
• rely → reliable → reliability;
• implement → implementation.

Mark W. But do not collect every possible derivative. Select useful forms.

20. Read for lexical cohesion | 第021课可以反过来帮助你“看见作者怎样维持主题”

Highlight the key terms that recur across a paragraph. Notice when the writer:

• repeats exactly;
• uses this + noun;
• uses a superordinate;
• creates a lexical chain;
• returns to the anchor term at a transition.

21. Read for metaphorical extension | 熟词的比喻义也来自阅读积累

• robust method;
• fragile consensus;
• narrow interpretation;
• deep disagreement;
• erode confidence.

These patterns reveal how ordinary physical vocabulary extends into abstract reasoning.

22. Read for semantic prosody carefully | 看一个词经常出现在什么“语义环境”里

Some words tend to occur around positive, negative or problem-oriented contexts. You do not need to master the technical term semantic prosody to notice this.

Ask:

• What types of situations surround this word?
• Does it often evaluate problems, benefits, uncertainty or risk?
• Would my intended context fit that pattern?

Use corpus evidence before making broad claims from a few examples.

23. Read pronunciation back into vocabulary | 阅读词汇也必须补声音

If you promote a word encountered in reading, play dictionary audio before the session ends. Mark P when:

• stress is uncertain;
• spelling is misleading;
• word-family stress shifts;
• you have never heard the word aloud.

Lesson No.014 completes the entry.

24. Repeated encounters matter | 多次遇见同一个词，是阅读词汇学习的核心条件之一

Vocabulary learning is incremental. Research on L2 reading repeatedly finds that more encounters generally strengthen learning, although there is no magical number that guarantees mastery for every word and learner.

Therefore, do not panic if a word still feels weak after one or two encounters.

25. Do not turn “10 encounters” into a law | 不要把“见十次”变成机械定律

Older and newer studies have reported different encounter thresholds depending on task, learner, word and test. The safe principle is not “ten times exactly”. It is:

Expect vocabulary knowledge to grow across repeated meaningful encounters, not from one exposure.

26. Same-text rereading and varied contexts do different work | 同一文本重读与不同语境重复，不必互相替代

Recent research comparing repeated encounters in the same versus different texts suggests the picture is nuanced. Rereading the same text can make processing easier and may support short-term learning; varied contexts can demand more processing and expose different usage information. Long-term advantages are not guaranteed simply because contexts differ.

Practical system:

• Use same-text rereading to stabilise early form/meaning.
• Use later varied contexts to test whether the word generalises.
• Use retrieval to stop the word remaining purely receptive.

27. Reread strategically, not ritually | 重读要有任务

1. Read 1: argument.
2. Read 2: lexical harvest.
3. Read 3: target-word recognition without notes.
4. Optional later read: phrase/stance/genre analysis.

Each rereading should answer a different question.

28. Intensive reading and extensive reading should cooperate | 精读与泛读不是敌人

Extensive reading provides volume, repeated encounters and broad lexical exposure. Intensive lexical reading provides depth, verification and deliberate noticing.

A strong advanced learner uses both:

• read widely for exposure;
• selectively mine a small portion for depth.

29. Do not mine every page | 每页都深挖，会让阅读量崩溃

You may read 30 pages and mine only two. That is rational. The mining page can be chosen because it contains:

• high-value topic language;
• excellent argumentation;
• recurrent phrases;
• language you want to produce.

30. Use source quality as a lexical filter | 阅读来源质量决定你在模仿什么

For language harvesting, prefer texts with strong editing and clear genre identity:

• reputable books;
• major journalism;
• high-quality academic writing;
• professional standards/guides;
• well-edited essays;
• authoritative domain sources.

Random web text can still teach, but do not treat every sentence online as a model.

31. Genre matters | 从小说挖到的表达，不一定适合研究报告

Record genre beside high-value items:

• conversation;
• journalism;
• academic article;
• business report;
• fiction;
• technical documentation.

This prevents register leakage.

32. Compare the same topic across genres | 同一个话题跨文体阅读，是高级语域训练

Read one scientific paper, one newspaper article and one interview about the same topic. Compare:

• technical terms;
• explanations;
• hedges;
• reporting verbs;
• sentence frames;
• metaphors.

This reveals what changes when audience changes.

33. Use the “three-context rule” as a learning heuristic | 一个实用启发式：重要表达至少看三个真实语境

This is not a scientific threshold. It is a practical learner rule.

• Context 1: original encounter.
• Context 2: dictionary/corpus example.
• Context 3: different authentic context.

Then produce your own example.

34. Contrast contexts teach boundaries | 两个不同语境，比两个相似例句更能教边界

Target: address.

• address a problem;
• address an audience;
• home address.

Three contexts expose polysemy and grammar.

35. Contrast genres teach register | 同一个词在不同文体里出现，可以教语域

Target: get vs more formal alternatives. Instead of declaring get “basic”, observe which meanings survive in professional speech and which written genres favour more specific verbs.

Register is distribution, not moral ranking.

36. Compare authors to avoid copying one idiolect | 不要把一个作者的个人习惯误当成英语规则

If one writer repeatedly uses a striking phrase, check whether other strong writers use it too. This prevents style imitation from masquerading as vocabulary learning.

37. Build a lexical evidence notebook | 建立“证据型词汇笔记”，不是翻译清单

Field	What to record
Item	word/phrase/frame
Original sentence	short authentic context
Meaning	simple English + optional Chinese bridge
Type	N/S/C/F/R/W/D/P
Frame/collocation	usable pattern
Register/domain	where it belongs
Verification	dictionary/corpus/source
My sentence	new context
Next return	review date / future encounter

38. Keep the original sentence short | 原句不要整段复制进笔记

Capture only enough context to recover the sense and pattern. The notebook should remain searchable and reviewable.

39. Add a “why I kept this” field | 写下“为什么这个值得学”

• recurs in my field;
• solves a speaking gap;
• important new sense;
• strong cross-domain phrase;
• high-value collocation;
• misread twice already.

This prevents passive collecting.

40. Connect every promoted item | 主动化之前，至少建立三条连接

For a target word, connect it to:

• one collocation;
• one contrast or near-neighbour;
• one word-family member or phrase frame.

Example: plausible.

• plausible explanation;
• plausible ≠ probable;
• plausibility / plausibly.

41. Connect new vocabulary to old vocabulary | 新词最好的挂钩点，是你已经稳固的词

Target: mitigate.

• plain word: reduce;
• typical object: risk / impact / harm;
• contrast: eliminate ≠ mitigate;
• noun: mitigation.

The network turns an isolated item into usable depth.

42. Retrieval must begin before you feel ready | 不要等“完全学会”才开始回忆

Close the notebook and ask:

• What was the item?
• What did it mean?
• What phrase did it appear in?
• What was the register?
• Can I use it in a new sentence?

43. Use situation → item retrieval | 从情境提取，而不是永远英文→中文

• “reduce the seriousness of a risk” → mitigate;
• “reasonably believable explanation” → plausible explanation;
• “limit caused by available resources” → resource constraint;
• “new evidence reduces confidence” → cast doubt on.

44. Use source reconstruction | 读完以后，不看原文重建关键表达

After reading a paragraph, close it and explain the argument using two or three harvested items. Then reopen and compare.

This tests lexical access inside meaning, not list recall.

45. Use phrase recombination | 词块要能换内容，不能只复制原句

Original frame:

A key limitation is that the sample is small.

Recombine:

• A key limitation is that the benchmark excludes peak load.
• A key limitation is that the survey relies on self-report.
• A key limitation is that the model assumes stable demand.

46. Use one item across three topics | 真正主动化，需要跨主题迁移

Target: constraint.

• budget constraint;
• time constraint;
• memory constraint;
• design constraint.

If the word only works in the original sentence, it remains context-bound.

47. Use one item across two registers | 再跨语域

Target: insufficient evidence.

• Academic: The evidence is insufficient to establish causation.
• Spoken: We don’t have enough evidence to say that one thing caused the other.

48. Writing transfer should be immediate and small | 读完以后当天用一次，比“以后再用”可靠

Write 80–120 words using only 2–3 promoted items. Do not force all harvested vocabulary into one paragraph.

49. Speaking transfer should use meaning prompts | 口语迁移从意思开始

Record a 60-second explanation of the reading without looking. Aim to use one collocation, one frame and one new sense naturally.

50. Return to the source after delay | 回访原文是学习的一部分

One week later, reopen the source and ask:

• Which items now feel familiar?
• Which still require dictionary support?
• Which collocations do I notice faster?
• Which items did I over-prioritise?

51. Return to the word in a new source | 最重要的回访，是在另一篇文章里再遇见

When the item reappears, add a second context rather than creating a new duplicate card.

Your entry should become richer across encounters.

52. Let entries mature | 词汇条目应该会“长大”

First encounter:

robust = strong?

Later:

robust method = method that remains reliable under challenge/variation; technical/evaluative; not generic “very good”.

Depth grows through evidence.

53. Use a “promotion threshold” | 不是每个观察项都进入主动词汇库

Promote after any combination such as:

• two or more independent encounters;
• clear personal output need;
• high-value domain relevance;
• repeated comprehension failure.

This is a practical workflow, not a fixed research law.

54. Prune the notebook | 高级词汇系统也需要删除与降级

Every month:

• delete duplicate entries;
• merge related senses;
• move low-value items to recognition-only;
• promote recurring items;
• add new authentic examples.

55. Do not confuse highlight density with learning | 荧光笔涂满一页，不代表学得更多

If 40% of a page is highlighted, the signal is gone. Use marking to support decisions, not create decoration.

56. Do not copy every “beautiful phrase” | 漂亮句子不等于高迁移表达

Creative prose may be memorable but unsuitable for active reuse. Ask whether the phrase is recurrent, transferable and appropriate to your target register.

57. Do not harvest without verification | 原文作者写过，不代表你已经知道怎样用

Verify when the expression matters. Especially check:

• rare collocations;
• strong stance verbs;
• regional expressions;
• discipline-specific terms;
• grammar frames.

58. Do not harvest only rare words | 只圈难词，会错过高级英语真正的核心

A familiar item used precisely may be more valuable than a rare noun:

• address a limitation;
• draw a distinction;
• account for variation;
• subject to approval;
• consistent with evidence.

59. Do not harvest only nouns | 专业阅读尤其容易变成“名词收藏”

Collect verbs, adjectives and frames around the terms. A vocabulary system needs operations, not labels only.

60. Do not let dictionary work replace reading | 词典是验证工具，不是主文本

If every reading session becomes 80% dictionary time, reduce the number of promoted items.

61. Do not assume incidental learning is enough for active control | 阅读中“顺便见到”不等于自动会说会写

Incidental learning can build recognition and partial knowledge. Active vocabulary usually benefits from deliberate retrieval and production.

Reading supplies evidence. Retrieval converts selected evidence into usable access.

62. Do not force production too early for every item | 不是每个词都要当天写进作文

Some items belong in Observe. Allow more encounters before active use, especially for subtle register, collocation or domain-sensitive language.

63. Use a 15-minute post-reading harvest | 15 分钟阅读后词汇提取

Time	Task
0–3 min	Review annotations; shortlist 5 items.
3–7 min	Promote only 2–3.
7–11 min	Verify sense/collocation/register/audio.
11–14 min	Create one new sentence per item.
14–15 min	Close notes and retrieve.

64. Use a 30-minute lexical reading session | 30 分钟专项训练

Time	Task
0–10 min	Read for meaning without excessive interruption.
10–16 min	Second pass with N/S/C/F/R/W/D/P codes.
16–22 min	Select + verify 3 targets.
22–27 min	Connect + produce.
27–30 min	Closed-note recall + next-return date.

65. Use a 60-minute deep-reading workshop | 60 分钟深度阅读实验室

Time	Task
0–20 min	Read a demanding text for argument.
20–30 min	Lexical second pass.
30–40 min	Dictionary/corpus verification.
40–48 min	Build networks and cards.
48–55 min	Write/speak transfer.
55–60 min	Re-read target passages and retrieve.

66. A seven-day reading-to-vocabulary challenge | 七天从阅读提取词汇挑战

Day	Focus
1	new senses of familiar words
2	collocations
3	lexical bundles / sentence frames
4	stance and register
5	domain terminology
6	word families + pronunciation
7	reread + no-notes transfer

67. A 30-day reading laboratory | 30 天阅读词汇实验室

• Read 20 high-quality texts.
• Mine only 8–10 deeply.
• Notice at least 200 lexical items/patterns.
• Promote no more than 60.
• Collect 40 collocations.
• Collect 20 sentence frames.
• Collect 20 familiar-word new senses.
• Add audio for 30 reading-only words.
• Complete 15 cross-topic transfer exercises.
• Revisit at least 10 original sources.

The target is not 200 memorised items. The target is better lexical vision.

68. A 12-week progression | 12 周阅读词汇路线

Weeks	Focus	Evidence of progress
1–2	notice/select discipline	less over-highlighting
3–4	collocation + familiar-word senses	deeper lexical reading
5–6	frames + stance + register	more reusable phrase knowledge
7–8	domain reading + terminology networks	better specialist vocabulary
9–10	retrieval + production transfer	more items become active
11–12	independent evidence notebook	learner self-selects high-value language

69. The first weak link diagnostic | 第一个弱点诊断

Symptom	Likely weak link	Repair
I read a lot but vocabulary barely grows.	noticing/selection	second-pass harvest
I collect hundreds of words but use none.	promotion control	Ignore/Observe/Promote
I know meanings but not natural use.	collocation/frame capture	save authentic sentence + phrase
I forget words after one article.	repeat encounters	return + varied contexts
I recognise but cannot produce.	retrieval	situation → item drills
I learn only rare words.	lexical vision	mark S/C/F/R, not only N
I copy one author’s style.	evidence breadth	compare authors/corpus
I stop constantly to look things up.	flow management	first-pass meaning, second-pass mining

70. Worked case: Maren reads intelligently but learns shallowly | 案例一：Maren 看得懂很多，却没有把语言留下来

Maren reads an excellent long-form article and can explain the argument afterwards. Her notebook contains only three rare nouns with Chinese translations.

Her tutor asks her to reread one paragraph and mark S/C/F/R instead of N.

She notices:

• address a limitation — familiar word, useful sense;
• compelling evidence — collocation;
• there is little evidence to suggest — frame + stance;
• should be interpreted with caution — stance frame.

None is a rare new word. All are more useful to her writing than the nouns she originally collected.

中文分析：高级阅读词汇能力的升级，不是“更会查难词”，而是开始看见熟悉语言内部的结构。

71. Worked case: Iona harvests too much | 案例二：Iona 每篇文章收四十个词

Iona’s notebook grows rapidly. Review never catches up. Most entries have one translation and no second encounter.

Her tutor imposes a rule: from each article, notice freely but promote at most three items. Everything else goes to Observe.

After three weeks, her notebook grows more slowly—but retrieval improves because every promoted item receives verification, connection and reuse.

中文分析：高级词汇系统需要“吞吐量控制”。输入无限，主动记忆资源有限。

72. Worked case: Leonie knows the page but misses the sound | 案例三：Leonie 从阅读学会了词，却在会议里听不出来

Leonie has seen feasibility dozens of times. In a meeting, a colleague says it and she does not recognise the word immediately.

Her reading notebook had no P field.

She adds a new promotion rule: any word she expects to speak or hear professionally must receive dictionary audio and one spoken phrase.

中文分析：阅读词汇如果永远没有声音，只完成了一半。

73. Worked case: one word changes across three contexts | 案例四：一个熟词，三次相遇以后才真正变深

Target: robust.

• Context 1: a robust container — physically strong;
• Context 2: a robust method — reliable under varied conditions;
• Context 3: robust evidence — strong/reliable, depending on field usage.

The learner builds a metaphorical extension network and checks discipline-specific collocations.

74. The FENCE reading-to-vocabulary system | FENCE 阅读词汇系统

Fence	Question	Action
F0 Flow	Do I need to stop now?	protect comprehension
F1 Notice	What lexical behaviour stands out?	N/S/C/F/R/W/D/P
F2 Select	Is it worth deliberate study?	Ignore/Observe/Promote
F3 Capture	What authentic context proves the use?	save short sentence
F4 Verify	What sense/frame/register is active?	dictionary/corpus/audio
F5 Connect	What does this link to?	collocation/contrast/family
F6 Retrieve	Can I recall without looking?	meaning → item
F7 Reuse	Can I use it in a new context?	write/speak transfer
F8 Return	Can I recognise it later elsewhere?	source revisit + new encounter

75. Practice A — classify the lexical evidence | 练习 A：这次遇见属于哪一种？

1. You know address but meet address a concern.
2. You meet mitigate for the first time.
3. You see compelling evidence.
4. You see one possible explanation is that….
5. You see may indicate in a cautious discussion.
6. You meet analysis → analytical.
7. You meet liquidity in a finance article.
8. You know the spelling of feasibility but have never heard it.

76. Practice B — promote or observe? | 练习 B：现在主动学，还是继续观察？

9. A rare plant name appears once in an essay unrelated to your goals.
10. Mitigate risk appears for the fourth time in your professional reading and you need risk language at work.
11. A striking metaphor appears once in a novelist’s sentence.
12. Subject to approval appears repeatedly in documents you read.
13. A common word seems to have a new technical sense central to your field.

77. Practice C — build evidence entries | 练习 C：把“翻译卡”升级成证据卡

Build full entries for:

14. plausible explanation;
15. account for variation;
16. robust method;
17. subject to approval;
18. underlying assumption.

Include meaning, type, original context, collocation/frame, register, one contrast and your own sentence.

78. Practice D — retrieve from meaning | 练习 D：从意思提取表达

19. “reduce the severity of a risk” → ?
20. “a reasonably believable explanation” → ?
21. “explain why a difference exists” → ?
22. “condition depends on getting approval” → ?
23. “assumption beneath an argument” → ?

79. Practice E — transfer across topics | 练习 E：同一个表达跨主题

24. Use constraint in education, finance and technology.
25. Use plausible explanation in history, science and workplace analysis.
26. Use subject to approval in a project, policy and booking context.
27. Use account for in an explanatory sense and a proportion sense.
28. Use robust in a technical and a nontechnical context, preserving the correct sense.

80. Answers A | 练习 A 答案

1. S + C: familiar word new sense plus collocation.
2. N.
3. C.
4. F.
5. R/F: stance plus frame.
6. W.
7. D.
8. P.

81. Answers B | 练习 B 参考

9. Ignore or Observe; low relevance.
10. Promote; repeated, useful, high-transfer.
11. Observe unless style/genre goals make it important.
12. Promote if professional English is a target.
13. Promote; central domain sense deserves deliberate study.

82. Answers D | 练习 D 参考

19. mitigate risk;
20. plausible explanation;
21. account for the difference/variation;
22. subject to approval;
23. underlying assumption.

83. How a strong tutor teaches vocabulary from reading | 高水平导师怎样把阅读变成词汇训练？

A weak lesson asks students to circle unknown words. A stronger lesson asks:

• Which familiar word behaved differently?
• Which phrase is worth stealing structurally?
• Which item recurs?
• Which stance choice matters?
• Which collocation is unpredictable?
• Which term is central to the field?
• Which items deserve promotion rather than observation?
• Can the student retrieve them after the text is closed?

The tutor teaches lexical perception and decision-making.

84. The learner should become their own lexical researcher | 最终，学习者要成为自己的“词汇研究员”

When reading, ask:

• What is new here besides unknown words?
• What does this familiar word do in this sentence?
• What phrase repeats across strong sources?
• What register does this belong to?
• What evidence would verify the pattern?
• Is this worth active study?
• Can I retrieve it later?
• Can I transfer it to another topic?

This is how reading turns into an independent vocabulary engine.

85. Canonical ownership and collision boundary | 本课的所有权边界

This lesson owns the Mandarin-supported C1–C2 route for harvesting and activating vocabulary from authentic reading. It coordinates but does not replace:

• Lesson No.008 — infer unknown vocabulary from context, then verify.
• Lesson No.009 — corpus evidence.
• Lesson No.013 — polysemy and familiar-word new senses.
• Lesson No.018 — lexical bundles and sentence frames.
• Lesson No.019 — domain-specific vocabulary architecture.
• Lesson No.021 — lexical cohesion and repetition.

86. Recommended reference floor | 推荐参考资源

• Applied Psycholinguistics (2024) — The effect of context on the processing and learning of novel L2 vocabulary while reading — repeated reading, contextual diversity and immediate/delayed vocabulary learning.
• Applied Psycholinguistics (2026) — Practice conditions, spacing and context variability — repeated encounters, vocabulary learning and processing.
• Studies in Second Language Acquisition — Incidental L2 Vocabulary Acquisition From and While Reading — frequency of encounters and incremental lexical learning during reading.
• Studies in Second Language Acquisition — Contextual Word Learning During Reading in a Second Language — learning from multiple contextual encounters.
• I. S. P. Nation — Learning Words from Context — established framework for vocabulary learning through context.
• Oxford Advanced Learner’s Dictionary — sense, collocation, pronunciation and usage verification.
• Cambridge Dictionary — sense, grammar, example and pronunciation verification.

87. SEO language map | 本课关键词范围

This lesson naturally serves vocabulary learning through reading, learn English vocabulary from reading, advanced vocabulary reading strategies, extensive reading vocabulary, intensive reading vocabulary, vocabulary notebook advanced English, repeated exposure vocabulary learning, contextual vocabulary learning, learn collocations from reading, lexical bundles from reading, familiar words new meanings, C1 C2 reading vocabulary, vocabulary acquisition for Chinese speakers, Mandarin advanced English vocabulary, 从阅读学英语词汇, 阅读词汇学习, 高级英语词汇, 泛读词汇, 精读词汇, 英语搭配学习, 英语词块学习, 熟词新义, 英语词汇笔记, 中文母语英语学习, C1 英语 and C2 英语.

88. Your assignment | 本课作业

Choose one 1,000–2,000 word high-quality article relevant to your interests.

1. Read once for argument without heavy annotation.
2. Write a three-sentence summary.
3. Read again and mark N/S/C/F/R/W/D/P.
4. Notice freely, but shortlist only eight items.
5. Place each in Ignore, Observe or Promote.
6. Promote no more than three.
7. For each promoted item, save one short authentic sentence.
8. Verify sense, frame, register and pronunciation.
9. Add one collocation, one contrast and one related family/frame.
10. Close the source and retrieve the items from meaning cues.
11. Use the three targets in an original 100-word paragraph or 60-second explanation.
12. Return to the article after one week and re-test recognition without notes.

Then find one new source on a related topic and look specifically for the promoted items or their lexical neighbours. Add evidence to the existing entries rather than starting over.

你的目标不是“从一篇文章背多少词”。你的目标是训练自己越来越会看见：哪些语言值得留下，为什么值得留下，以及怎样把它带到下一篇文章和下一次表达里。

89. The final rule | 最后一条规则

Read for meaning first. Then return for the language that made the meaning possible.

先读懂意思，再回头寻找：究竟是哪一些语言，让这个意思能够被这样准确地表达出来。

A strong reader does not interrupt every sentence to collect vocabulary. A strong vocabulary learner also does not let every useful phrase disappear after comprehension.

Notice widely. Select narrowly. Verify carefully. Connect deeply. Retrieve early. Reuse naturally. Return repeatedly.

Then reading stops being a place where vocabulary merely passes through your eyes.

It becomes the place where your English keeps rebuilding itself.

真正会从阅读学词汇的人，不是每篇文章带走最多单词的人，而是最会辨认“哪些语言证据值得变成自己语言系统一部分”的人。

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Series: EDKS-ADV-VOC-ZH · Lesson 022 · Batch 06.