kinhluan Technical English for Computer Science (Academic Precision)
Guidelines for elevating technical writing to professional academic standards (IEEE/ACM/Springer). Focus on precision, formal diction, and industry-standard collocations.
🎯 Triggers
- "viết tiếng anh học thuật"
- "chỉnh sửa câu văn cho sang"
- "Technical English for CS"
- "IEEE style writing"
- "formalize my technical report"
📐 Linguistic Principles
- Precision over Generality: Avoid "thing", "get", "do". Use "mechanism", "acquire", "execute".
- Objective Tone: Minimize "we think", "I feel". Use "the results indicate", "evidence suggests".
- Hedged Claims: Use "can", "may", "suggests", "potentially" to avoid overclaiming.
- Active vs. Passive: Use active voice for contributions ("We propose...") and passive for established procedures ("Data were collected...").
📖 Diction & Vocabulary (The "Nuance" Table)
| Common Word | Academic Alternative | Context / Usage |
|---|---|---|
| Use | Utilize / Leverage / Employ | Use Leverage when taking advantage of a specific property. |
| Good | Robust / Efficient / Effective | Specify the kind of good (Performance? Stability?). |
| Bad | Suboptimal / Deficient | "The baseline is suboptimal for large-scale data." |
| Big | Substantial / Significant | Use Significant only if statistically proven. |
| Show | Illustrate / Demonstrate | "Figure 1 illustrates the architecture." |
| Help | Facilitate / Enable | "Our method facilitates faster convergence." |
| Check | Verify / Validate / Inspect | Validate for correctness, Verify for requirements. |
| Fix | Mitigate / Resolve / Address | "We mitigate the overhead by..." |
🛠 Formal Sentence Patterns
1. Describing Algorithms & Approaches
- "We present [System Name], a novel framework designed to address the challenges of [Problem]."
- "The proposed method leverages the property of [X] to achieve [Y]."
- "To ensure scalability, we incorporate a distributed mechanism that..."
2. Discussing Results & Experiments
- "Our empirical evaluation reveals a significant improvement in [Metric]."
- "As illustrated in Table 1, the proposed approach outperforms existing baselines by [X]%."
- "The results are consistent with the hypothesis that [A] affects [B]."
3. Addressing Limitations & Comparisons
- "While [Previous Work] focuses on [X], our study extends the analysis to [Y]."
- "A key trade-off exists between computational complexity and accuracy."
- "Despite the suboptimal performance in [Scenario], our method remains robust in..."
🚀 The "Formalizer" Workflow
- Identify Vague Verbs: Look for "is", "has", "make". Replace with action-oriented academic verbs.
- Quantify Qualifiers: Replace "very fast" with "a 2x speedup", "much better" with "statistically significant improvement".
- Remove Fillers: Delete "basically", "actually", "in fact", "at the end of the day".
- Style Check: Ensure citations follow [Author, Year] or [Number] consistently.