模块四：学术与 PhD · 第 10 课 · ⏱️ 约 15 分钟
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组会进度汇报与提问

Lab meeting / group meeting 是 CS PhD 的常规节奏：每人用 10–20 分钟同步进度、拿反馈、练口头表达。澳洲组会氛围往往比正式答辩轻松，但仍期待结构清楚、诚实说明阻碍、明确你要组里帮什么。

2 分钟口头更新模板（组会常用）

大组会每人时间紧时，用四句话控制在约 2 分钟：

🎤 2-min script

Since last week I worked on [one task].（上周做了什么）
Main outcome: [one result or learning].（一个结果）
I'm stuck on [specific blocker] — I've tried [one thing].（卡在哪 + 已尝试）
Next I'll [one action]; I'd appreciate feedback on [one yes/no or A/B question].（下周 + 要反馈）

Since last week I prototyped a simple LLM agent loop with tool calling. Main outcome: it works on small tasks but context length blows up on longer workflows. I'm stuck on evaluation — I've tried two hand-written test sets. Next I'll align metrics with the literature survey; I'd appreciate feedback on whether that's worth another week before we change architecture.

标准汇报结构（10 分钟版）

部分	时长	英文提示
Context	~1 min	Since last meeting I focused on … My goal this sprint was …
Done	~3 min	I implemented X, ran Y, main result is …（一张关键图胜过十页代码）
Blocked / risks	~2 min	I'm blocked on … because … I tried …
Next	~2 min	Next I'll … by [date]. Success looks like …
Ask	~2 min	I'd like input on … Specifically: A or B?

开场：

Thanks — I'll keep this to about ten minutes. Happy to take questions as I go or at the end.

说「我卡住了」（stuck）又不显得甩锅

I'm blocked on reproducing the paper's Table 2 — the repo README is outdated.
I don't have a working hypothesis yet; I need another week of ablations before I can present numbers.
Could I get paired with someone who's used cluster X? I'm stuck on the queue configuration.

请反馈（feedback）要具体

I'd like feedback on slide 3 only — does the claim match the evidence?
Before I submit, could you skim the abstract for clarity? I don't need line edits on the full paper.
Would a 15-minute offline chat work better than feedback in this meeting?

礼貌插话 / 打断（interrupting politely）

线下组会或研讨会中，简短插话用：

Sorry to jump in — quick point on the baseline?
Can I pause you there? I want to make sure I follow the metric definition.
Just to clarify before you move on — was that on the test set or validation?

举手或眼神示意后开口；线上用 Sorry, unmuting for a quick clarification.

进度用语：完成度要诚实

按计划：I'm on track for the milestone due in August.
略滞后：I'm a bit behind — I underestimated data cleaning. I've replanned to deliver a smaller but solid slice by Friday.
重大转折：The hypothesis didn't hold up, so I'm pivoting to approach B. I want to flag this early.
无进展（也要说）：I had little research progress this fortnight due to teaching marking and illness. I'm back on experiments now.

幻灯片

组会幻灯片宜大字、少公式：标题即结论（Fine-tuning hurts robustness on OOD data）。附录放细节，口头讲「若有人关心实现可看 slide 12」。

向组里提问（ask）

好问题要可回答：

Has anyone used library L for streaming graphs? I'm hitting memory issues above 1M edges.
Would you prioritise a conference submission with partial results, or wait for the full ablation study?
Can I get 15 minutes after the meeting to debug this with [senior student]?

避免：

空泛：What should I do with my PhD?（太大，适合单独和导师谈）
甩锅：Nothing works and it's all broken（换成具体错误与已试方案）

听别人汇报时怎么提问

类型	英文例句
澄清	Sorry, quick clarification — was the baseline trained on the same split?
建议	We saw something similar — have you tried lowering the learning rate after epoch 5?
资源	Happy to share our preprocessing script if that helps.
没听懂	I might have missed it — which metric did you use for early stopping?

澳式轻松但专业：

Nice work — one dumb question from me …（自谦式开场很常见，并不真表示你笨）

远程组会（Zoom / Teams）

I'll share my screen — can everyone see the plot on slide 4?
You're on mute if you were speaking.（善意提醒）
Let's take questions in the chat if we're short on time.

✍️ 口语练习

用英文写一份 60 秒组会口头稿（可朗读）：包含 since last meeting、一个具体结果、一个 block、下周计划、一句 clear ask。不要写完整句子也行，用 bullet 提示卡即可。

本课小结

主题	关键词
结构	2-min update, done, blocked, feedback, polite interrupt
诚实	on track, behind, pivot, little progress
互动	quick clarification, happy to share, dumb question

🧪 快速测验

点击你认为正确的选项

Q1: 10 分钟组会汇报中，「ask」部分应该——

Avoid any request so you never bother anyone
Ask only vague life advice with no context
State a concrete question or decision you want input on

✅ 正确！具体 ask 让组会时间花得值。

Q2: 若两周几乎没进展，较好做法是——

Briefly explain why and what you resume doing
Skip the meeting without telling anyone
Invent fake results to save face

✅ 正确！诚实说明原因与恢复计划是专业表现。

Q3: Since last meeting I focused on … 属于汇报结构的——

Emergency visa application
Opening context / what you worked on
Final thesis submission only

✅ 正确！用 since last meeting 衔接上次组会内容。

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