Series ID: EDKS-BASIC-ZH-0085 · Lesson No.085 · C1→C2-Direction Lexical Precision
Advanced Collocation and Semantic Precision | 高级搭配与语义精度
Advanced vocabulary is not mainly about rarer words. It is about choosing the word that fits the meaning, the neighbouring words, the register and the situation.
At high levels, many errors come from words that are individually “correct” but combine unnaturally, carry the wrong connotation, or are slightly too strong, weak, formal or informal.
高级词汇真正难的地方，不是单词本身，而是：这个词和谁搭配？它的语义边界在哪里？它听起来中性、积极还是负面？它适合这个语体吗？
Chinese Edition Hub · 中文版入口 · ← Lesson No.084 · C1 Review and Independent Performance
The lexical-precision map | 词汇精度地图
- collocation
- colligation
- near-synonyms
- connotation
- semantic prosody
- register
- strength
- phraseology
- context fit
- lexical editing
1. Collocation | 搭配
Words prefer particular partners:
- make a decision
- reach a conclusion
- strong evidence
- heavy rain
2. Correct grammar can still sound unnatural | 语法对也可能不自然
Weak:
do a decision ✗
Natural:
make a decision ✓
3. Verb + noun collocations | 动词 + 名词
- draw a distinction
- raise a concern
- address a problem
- conduct an analysis
- meet a requirement
- reach an agreement
4. Adjective + noun | 形容词 + 名词
- compelling evidence
- substantial difference
- plausible explanation
- reasonable assumption
- serious concern
5. Adverb + adjective | 副词 + 形容词
- highly likely
- deeply concerned
- closely related
- strongly opposed
- widely accepted
6. Verb + adverb | 动词 + 副词
- differ significantly
- decline sharply
- increase gradually
- respond appropriately
7. Colligation | 语法搭配
Some words prefer grammatical patterns:
- capable of + -ing
- likely to + verb
- responsible for + noun/-ing
- prevent + object + from + -ing
8. Meaning includes grammar pattern | 词义也包括结构
Learning responsible without responsible for is incomplete.
9. Near-synonyms are not interchangeable | 近义词不能随便换
Compare:
- say
- state
- argue
- claim
- assert
All involve communication, but source distance and force differ.
10. Big vs significant | big vs significant
- a big house → normal physical size
- a significant difference → analytical importance/statistical relevance depending context
11. Strong vs powerful | strong vs powerful
- strong evidence ✓
- powerful evidence △ possible rhetorically, less neutral
12. Problem vs issue | problem vs issue
problem more clearly implies something is wrong. issue can be more neutral.
13. Error vs mistake | error vs mistake
error often appears in technical/formal contexts. mistake is broader and everyday.
14. Result vs outcome | result vs outcome
Both overlap, but outcome is common when discussing consequences, programmes or interventions.
15. Effect vs impact | effect vs impact
impact can sound stronger or more rhetorical. Do not use it automatically for every effect.
16. Evidence vs proof | evidence vs proof
Evidence supports a conclusion. Proof is stronger and often inappropriate in open empirical questions.
17. Possible vs plausible | possible vs plausible
possible = can happen/be true.
plausible = reasonably believable given current evidence.
18. Likely vs probable | likely vs probable
Both indicate probability, but grammar and register differ:
- It is likely to happen.
- It is probable that it will happen.
19. Important vs significant | important vs significant
significant does not automatically mean important. In statistical contexts it may have a technical meaning.
20. Connotation | 隐含色彩
Compare:
- slim / skinny
- confident / arrogant
- persistent / stubborn
- careful / cautious / hesitant
21. Positive/negative semantic colouring | 正负色彩
Two near-synonyms can describe similar behaviour while evaluating it differently.
22. Semantic prosody | 语义韵律
Some words often appear around positive or negative situations.
For example, cause frequently appears with undesirable outcomes: cause damage, cause concern, cause delay.
23. “Cause” is not always negative | 但不是绝对
Semantic prosody is a tendency, not a law.
24. Register | 语体
Compare:
- kids / children
- buy / purchase
- help / assist
- ask / enquire
The “more formal” option is not always better.
25. Plain professional English | 简洁专业英语
We need to check the figures.
may be better than:
It is necessary to undertake verification of the figures.
26. Strength scale | 强度阶梯
- possible
- plausible
- likely
- very likely
- almost certain
Choose based on evidence.
27. Concern scale | 担忧强度
- minor issue
- concern
- serious concern
- critical risk
28. Change scale | 变化强度
- slight
- modest
- substantial
- dramatic
29. Do not exaggerate with vocabulary | 不要用词夸大证据
dramatic improvement is inappropriate for a small change.
30. Precision through category | 用类别提高精度
Instead of thing, choose:
- factor
- process
- condition
- constraint
- outcome
31. But don’t over-nominalise | 不要为了“精确”把句子名词化过头
Precision can come from a simple verb too.
32. Lexical chains | 词汇链
Topic: evidence
- finding
- result
- observation
- measure
- data
- support
Use related words where they preserve meaning.
33. Phraseological precision | 语块精度
- account for a difference
- draw a distinction
- raise the possibility
- lend support to
- call into question
34. “Call into question” | 质疑
The new evidence calls the earlier conclusion into question.
Stronger than merely adds a limitation.
35. “Lend support to” | 提供支持
The second study lends support to the proposed explanation.
Useful when evidence supports but does not prove.
36. “Account for” | 解释差异
Prior experience may account for part of the difference.
37. Selectional restrictions | 选择限制
Some adjectives fit particular noun types better than others:
- heavy traffic
- dense traffic △ uncommon
- dense text
- heavy text ✗ for information density
38. Corpus-style thinking | 语料思维
When unsure, ask not only “Is this grammatical?” but “Do proficient speakers commonly combine these words this way?”
39. Dictionary entry as phrase map | 词典不只查中文意思
Check:
- examples
- collocations
- prepositions
- register labels
- countability
40. Countability affects precision | 可数性影响表达
- evidence (usually uncountable)
- information (uncountable)
- advice (uncountable)
41. “An evidence” | 常见错误
an evidence ✗ in standard general English.
a piece of evidence ✓
42. Preposition precision | 介词精度
- effect on
- increase in
- reason for
- response to
- difference between
43. Verb pattern precision | 动词结构精度
- prevent someone from doing
- enable someone to do
- contribute to doing/noun
- result in noun/-ing
44. Semantic boundary test | 语义边界测试
Ask:
- What does this word include?
- What does it exclude?
- How strong is it?
- What register?
45. Mandarin transfer: 一个中文词可对应多个英语词 | 不能一对一
例如“重要”可能是 important, significant, major, critical，但这些词的强度、搭配与功能不同。
46. Mandarin transfer: “进行”不需要每次翻成 conduct/carry out | 避免名词化
Sometimes a direct English verb is better.
47. Reading practice A | 阅读 A
The study provides compelling evidence of a short-term effect, but the limited sample calls the broader conclusion into question.
Identify the strong and limiting collocations.
48. Reading practice B | 阅读 B
A plausible explanation is that prior experience accounted for part of the difference between the groups.
Why are plausible and accounted for part of appropriately cautious?
49. Editing practice | 编辑练习
Replace unnatural combinations:
- powerful evidence
- do a conclusion
- big significance
- strongly important
Possible repairs: strong/compelling evidence, draw/reach a conclusion, great significance, highly important.
50. Near-synonym practice | 近义词练习
Choose among issue/problem/concern/risk based on context and severity.
51. Error clinic | 常见问题
| Problem | Repair |
|---|---|
| I use rare synonyms. | Check collocation and register. |
| Every change is “significant”. | Clarify technical vs everyday meaning. |
| I overstate with dramatic adjectives. | Match strength to evidence. |
| I know meaning but wrong preposition. | Learn word + pattern. |
| Writing sounds translated. | Store phraseology as chunks. |
52. First weak link diagnosis | 第一个卡点诊断
- word meaning known but phrase unnatural → collocation.
- near-synonyms blur → semantic boundary.
- tone mismatched → register/connotation.
- prepositions fail → colligation.
- claims sound exaggerated → strength calibration.
53. Seven-day training cycle | 七天训练
| Day 1 | verb–noun collocations | 动名搭配 |
| Day 2 | adjective–noun | 形名搭配 |
| Day 3 | near-synonyms | 近义词 |
| Day 4 | register/connotation | 语体色彩 |
| Day 5 | prepositions/patterns | 结构 |
| Day 6 | phraseology edit | 语块编辑 |
| Day 7 | 600-word lexical audit | 综合 |
54. Self-test | 自测
Choose natural collocations, distinguish near-synonyms, explain connotation and register, control prepositions and grammar patterns, and edit exaggerated or translated-looking vocabulary.
55. For parents and teachers | 给家长和老师
Do not reward rarity. Reward fit.
Ask learners to record words with collocations, grammar patterns and example contexts.
For Mandarin speakers, avoid one-Chinese-word → one-English-word mapping at advanced levels.
56. Final real-world challenge | 最终真实任务
- Build 30 collocation cards.
- Sort ten near-synonym sets.
- Mark register and connotation.
- Check preposition patterns.
- Replace five inflated words with more precise ones.
- Use five evidence collocations.
- Use five argument collocations.
- Edit a 600-word draft.
- Explain ten lexical choices.
- Keep ordinary words whenever they are the most precise choice.
Next: Lesson No.086 | 下一课
The next lesson develops reading of complex evidence and method claims: samples, controls, measurement, uncertainty, confounding, correlation, causal language and what a study design can or cannot support.
Lesson No.086 · Reading Complex Evidence and Method Claims · 阅读复杂证据与方法主张
Reference floor: C1→C2-direction lexical precision; word choice is evaluated by meaning, collocation, register and evidential fit.
