Someone at work brought this up during lunch, and I read it after my break. I’m more on the ML/Big Data side of things, but as an aspiring writer, I can very, very much attest to the frustrations of NLPers. I’m glad someone finally called out the academic trend of “over-selling” especially when it pertains to deep learning, which is a buzzword that receives a lot of hype these days.
I think the problem definitely starts in academia and the sense of competitiveness there, but I also wish that tech journalism was better. I remember reading this paper on using neural networks to separate the content and style of a piece of artwork; some articles that responded to this were so excited that they even deemed human artists obsolete. Or perhaps it wasn’t excitement so much as fear of the impending AI apocalypse. *sigh* I just wish for a more honest, more grounded coverage of what’s going on in the computer science community instead of the super-hyped up things we currently get both from the media and educational institutions.