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Classifying Job Titles with Noisy Labels Using Reinforce

18 点作者 jleader将近 4 年前

3 条评论

the_only_law将近 4 年前
I despise most job boards I’ve seen because the search features are almost always trash.<p>For example, I might want to find a job as a developer, but be interested in working in a certain domain or technology. So I may search for “<i>X</i> developer”. Unfortunately most jobs boards I’ve used (notably LinkedIn’s) will simply ignore the search and just show me jobs related to either “developer” or <i>X</i>, the latter of which may start pulling random non-developer jobs depending on the term. None of them seem to support standard search engine operators as well.<p>Another problem, which is actually touched on in the article is keyword spam. Say I make a search for <i>Y</i> developer. Well there are always a massive amount of jobs that will match with something like this in the description:<p><i>Requirements</i><p><i>experience with a programming language like A, B, C, X, Y, Z</i><p>And of course the role has nothing to do with most of those languages but because they decided to spam the description with a uselessly generic phrase like that, it comes in the search and just adds even more noise I have to try and pick out.
评论 #27977303 未加载
bjs718将近 4 年前
Very interesting! I wonder how others are handling this and if there&#x27;s going to be an industry standard anytime soon.
royy将近 4 年前
Very impressive