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Hedge Word Detector

আত্মবিশ্বাসী লেখাকে দুর্বল করে এমন হেজ শব্দ ("might", "perhaps") খুঁজে পায়।

বাংলা-এর জন্য ডিজাইন করা হয়নি

এই টুলটি ইংরেজি (এবং কিছু সম্পর্কিত ভাষা)-এর জন্য ক্যালিব্রেট করা হয়েছে। বাংলা-এর ফলাফল অর্থপূর্ণ নাও হতে পারে।

কখন ব্যবহার করবেন

Use the hedge-word detector for marketing copy, executive writing, or any context where confidence sells. Inverse use: in academic and legal writing, hedging signals epistemic care — high hedge rates are expected.

তুলনা

Hedge detection is the confidence dimension of the filler / passive / adverb family. Together they form a complete weak-prose audit.

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কীভাবে কাজ করে

Hedges are words that signal uncertainty: modal verbs (might, could), probability adverbs (perhaps, possibly), and tentative verbs (seems, appears).

The detector counts both single-word hedges and multi-word phrases ("it could be argued", "to some extent").

The confidence score is 100 minus the hedge rate times a domain-specific weight — marketing penalizes hedges heaviest, academic lightest.

প্রায়শই জিজ্ঞাসিত প্রশ্ন

What are hedge words?

Words that signal uncertainty: might, may, could, perhaps, possibly, seems, appears, suggests, somewhat, generally, etc.

Is hedging always bad?

No. Academic and legal writing require hedging to signal epistemic care. Marketing and confident persuasion punish it. Set the domain selector accordingly.

How is the confidence score calculated?

Confidence = 100 − (hedge rate × domain weight). Marketing weight is highest (5), academic lowest (1.5).

বাস্তব উদাহরণ

ইনপুট

"It might be possible that our approach could perhaps yield some improvement."

আউটপুট

4 hedges in 12 words (33%) — confidence 0/100.

"Might", "possible", "could", "perhaps", "some" — every claim is hedged. A confident rewrite: "Our approach yields a measurable improvement."

সাধারণ ভুল

  • Hedging is appropriate in scientific writing — "the data suggest" is correct, not weak.
  • Modal verbs (might, could) have both hedging and capability meanings — context matters.
  • Eliminating all hedges produces overconfident prose that strikes readers as naïve.
  • Domain weighting matters — set the correct preset for accurate scoring.

সম্পর্কিত টুল

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