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Gate empty-gold negatives on utterance shape - #2861

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Dominic Nguyen (datduyng) wants to merge 9 commits into
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domnguyen/tb-empty-gold-utterance
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Gate empty-gold negatives on utterance shape#2861
Dominic Nguyen (datduyng) wants to merge 9 commits into
mainfrom
domnguyen/tb-empty-gold-utterance

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@datduyng Dominic Nguyen (datduyng) commented Aug 12, 2026

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Reject empty-gold utterances that are questions, sibling commands, or refuse-then-alternate.

This is a cheap and deterministic way to filter out utterances catching 90% of LLm generated utterances

Reject questions, sibling commands, and refuse-then-alternate forms
even when an LLM labels the empty as a pure refusal.

@GeorgeNgMsft George Ng (GeorgeNgMsft) left a comment

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Approving, there is an improvement that can be made but as discussed offline, you are incrementally working on the data cleaning quality.

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Dominic Nguyen (datduyng) added this pull request to the merge queue Aug 13, 2026
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@datduyng
Dominic Nguyen (datduyng) removed this pull request from the merge queue due to a manual request Aug 13, 2026
@datduyng
Dominic Nguyen (datduyng) added this pull request to the merge queue Aug 13, 2026
Any commits made after this event will not be merged.
@datduyng
Dominic Nguyen (datduyng) removed this pull request from the merge queue due to a manual request Aug 13, 2026
@datduyng
Dominic Nguyen (datduyng) added this pull request to the merge queue Aug 13, 2026
Any commits made after this event will not be merged.
@datduyng
Dominic Nguyen (datduyng) removed this pull request from the merge queue due to a manual request Aug 13, 2026
@datduyng
Dominic Nguyen (datduyng) added this pull request to the merge queue Aug 13, 2026
Any commits made after this event will not be merged.
@datduyng
Dominic Nguyen (datduyng) removed this pull request from the merge queue due to a manual request Aug 13, 2026
@datduyng
Dominic Nguyen (datduyng) added this pull request to the merge queue Aug 13, 2026
Any commits made after this event will not be merged.
@datduyng
Dominic Nguyen (datduyng) removed this pull request from the merge queue due to a manual request Aug 13, 2026
@datduyng
Dominic Nguyen (datduyng) added this pull request to the merge queue Aug 13, 2026
Any commits made after this event will not be merged.
@datduyng
Dominic Nguyen (datduyng) removed this pull request from the merge queue due to a manual request Aug 13, 2026
@datduyng
Dominic Nguyen (datduyng) added this pull request to the merge queue Aug 13, 2026
Any commits made after this event will not be merged.
@datduyng
Dominic Nguyen (datduyng) removed this pull request from the merge queue due to a manual request Aug 13, 2026
@datduyng
Dominic Nguyen (datduyng) added this pull request to the merge queue Aug 13, 2026
Any commits made after this event will not be merged.
@datduyng
Dominic Nguyen (datduyng) removed this pull request from the merge queue due to a manual request Aug 13, 2026
@datduyng
Dominic Nguyen (datduyng) added this pull request to the merge queue Aug 13, 2026
Any commits made after this event will not be merged.
@datduyng
Dominic Nguyen (datduyng) removed this pull request from the merge queue due to a manual request Aug 13, 2026
@datduyng
Dominic Nguyen (datduyng) added this pull request to the merge queue Aug 13, 2026
Any commits made after this event will not be merged.
@datduyng
Dominic Nguyen (datduyng) removed this pull request from the merge queue due to a manual request Aug 13, 2026
@datduyng
Dominic Nguyen (datduyng) added this pull request to the merge queue Aug 13, 2026
Any commits made after this event will not be merged.
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2 participants