27 citations · 69 across the 16 of their papers we have counts for
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cs.CL2022
Benchmarking Long-tail Generalization with Likelihood Splits
Ameya Godbole, Robin Jia
In order to reliably process natural language, NLP systems must generalize to the long tail of rare utterances. We propose a method to create challenging benchmarks that require ge…
cs.CL2022★ 27 cited
Knowledge Base Question Answering by Case-based Reasoning over Subgraphs
Rajarshi Das, Ameya Godbole, Ankita Naik +5
Question answering (QA) over knowledge bases (KBs) is challenging because of the diverse, essentially unbounded, types of reasoning patterns needed. However, we hypothesize in a la…