interpretability 1knowledge retrieval 1language model pretraining 1open-domain question answering 1retrieval-augmented models 1
From the 1 of 27 linked papers with an AI index.
521 citations · 1.6k across the 20 of their papers we have counts for
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cs.CL2021★ 37 cited
Neural Data Augmentation via Example Extrapolation
Kenton Lee, Kelvin Guu, Luheng He +2
In many applications of machine learning, certain categories of examples may be underrepresented in the training data, causing systems to underperform on such "few-shot" cases at t…
cs.CL2021★ 64 cited
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
Sewon Min, Jordan Boyd-Graber, Chris Alberti +50
We review the EfficientQA competition from NeurIPS 2020. The competition focused on open-domain question answering (QA), where systems take natural language questions as input and…