[new model] Identify spam comments #3994
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marco-c
reviewed
Jan 24, 2024
jpangas
commented
Jan 29, 2024
bugbug/comment_features.py
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| class UnknownLinkAtBeginning(CommentFeature): | ||
| name = "Unknown Link found at Beginning of the Comment" | ||
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| def __init__(self, domains_to_ignore=set()): | ||
| self.known_domains = domains_to_ignore | ||
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| def __call__(self, comment, **kwargs): | ||
| urls = extract_urls_and_domains(comment["text"], self.known_domains)["urls"] | ||
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| words = comment["text"].split() | ||
| return words[0] in urls if words else False | ||
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| class UnknownLinkAtEnd(CommentFeature): | ||
| name = "Unknown Link found at End of the Comment" | ||
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| def __init__(self, domains_to_ignore=set()): | ||
| self.known_domains = domains_to_ignore | ||
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| def __call__(self, comment, **kwargs): | ||
| urls = extract_urls_and_domains(comment["text"], self.known_domains)["urls"] | ||
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| words = comment["text"].split() | ||
| return words[-1] in urls if words else False |
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Instead, we could return the index for the start of the first link and the index for the end of the last link.
@jpangas wdyt?
There was a problem hiding this comment.
This sounds good. Let me try it out and I will share the results.
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This is currently blocked by #4097 |
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Closes #3377
This PR introduces the
spamcommentmodel which is trained to identify spam comments. Later, it will be used to tag potential spam comments.The model is a work in progress and still needs some features to be added, refined and experimented.
Train on Taskcluster: spamcomment