263 citations · 694 across the 35 of their papers we have counts for
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cs.CL2019★ 21 cited
MRQA 2019 Shared Task: Evaluating Generalization in Reading Comprehension
Adam Fisch, Alon Talmor, Robin Jia +3
We present the results of the Machine Reading for Question Answering (MRQA) 2019 shared task on evaluating the generalization capabilities of reading comprehension systems. In this…
cs.CL2019★ 16 cited
Certified Robustness to Adversarial Word Substitutions
Robin Jia, Aditi Raghunathan, Kerem Göksel +1
State-of-the-art NLP models can often be fooled by adversaries that apply seemingly innocuous label-preserving transformations (e.g., paraphrasing) to input text. The number of pos…
cs.CL2019★ 13 cited
Document-Level -ary Relation Extraction with Multiscale Representation Learning
Robin Jia, Cliff Wong, Hoifung Poon
Most information extraction methods focus on binary relations expressed within single sentences. In high-value domains, however, -ary relations are of great demand (e.g., drug-g…