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Why Common Sense Is Not So Common in NLP
- byoung2 6y agoI ran into this roadblock when trying to use NLP to analyze Yelp reviews for restaurants. A phrase like "they served me a well-done steak" can sound like a compliment but actually be a complaint.
- aglionby 6y agoThis problem of inferring something's truthfulness based on the number of times it's written down is nicely explored in the paper "Reporting Bias and Knowledge Acquisition". https://openreview.net/pdf?id=AzxEzvpdE3Wcy https://openreview.net/pdf?id=AzxEzvpdE3Wcy