Show HN: Automatically hide flamebait/shallow/political comments on HN (classify.stylometry.net)

2 points|by costco|2d ago|3 comments|Read full story on classify.stylometry.net

I love HN, but lately I have been sick of reading the same dismissive criticisms over and over again. Along with political arguments that have been litigated to death, people's issues with smooth scrolling on blogs, etc. Many of these comments do not get flagged for whatever reason. So I made a service to automatically classify whether comments violate (a modified form of) the HN guidelines automatically. In addition there's a Chrome extension to collapse these comments (if they violate your score thresholds) so you don't have to read them too. You can also just watch guideline violating comments come in as they are posted on the website.

Here's more info on how it works: https://classify.stylometry.net/how-it-works

Comments (3)

3 shown

1. Leftium|1d ago|context

I have been considering adding labels/filters based on sentiment analysis to my HN reader. I wonder if your classifier-based method would be more effective.
I added filters that blur posts from new HN accounts based on age/karma thresholds (as suggested by another HN user). However, instead collapsing, I just blurred them. This allows quickly peeking via hover. My reader also highlights posts with higher points/comments, and those orange highlights survive the blurring.
This is what blurring looks like: https://hn.leftium.com/newest?min_karma=500&min_age_years=5
2. costco|1d ago|context

That’s very nice. Feel free to integrate if you want :) Just request https://classify.stylometry.net/violations/49458161 or whatever item ID (as long as it was posted later than a few weeks ago) and it will return the scores for that post/comment and all its children.
3. Leftium|7h ago|context

wow thanks! I integrated like this: https://hn.leftium.com/i/49449507?violation_threshold=0.5
The url param temporarily sets the threshold, you can permanently set it via the settings.
My initial assessment is 0.5 setting is too aggressive; the posts that I generally don't care to read seem to violate multiple rules at once.
It's a shame we can't see comment scores so orange highlights could shine through the blurring on "good" comments.