![]() Even google hasn't done a stellar job of winning that arms race, and they have vastly more resources. Reddit is better because there isn't an entire industry (SEO) devoted to corrupting Reddit posts yet. Reddit is not better because it is a better system or because it has better moderation. The set of incentives means the more successful you are, the more you will directly be attacked in the form of bad faith posts. I should be happy that you have automated a process that I manually perform frequently, but instead it gives me anxiety. Looria is still in Beta and we're working on improving our classification, summarization, and sentiment analysis. That being said, good fake reviews are technically almost impossible to detect, even with sophisticated network analysis of the reviewer's profile. Most subs are moderated well and spam gets removed quite quickly The whole karma system helps with trustworthiness. Enthusiasts in subreddits are pretty good at spotting dishonest or fake content, which results in immediate downvotes. Redditors and other forum members are more interested in boosting their ego by showing their depth of knowledge on the topic (and correcting others on the topic), whereas corporate websites are more interested in raking profit by displaying (potentially) dishonest information. No platform (including Reddit) is resistant to fake reviews and spam, but we think it's happening less frequently here for various reasons: The result is a list of the most popular products across many subreddits. We fine-tuned a BERT model to extract product mentions from over 4 million Reddit comments and posts with Named Entity Recognition (NER). Many people add "Reddit" to their search queries to find authentic product reviews.
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