2021
Are We Learning Yet? A Meta Review of Evaluation Failures Across Machine Learning
NeurIPS 2021poster
Many subfields of machine learning share a common stumbling block: evaluation. Advances in machine learning often evaporate under closer scrutiny or turn out to be less widely applicable than originally hoped. We conduct a meta-review of 107 survey papers from natural language processing, recommen…