173 citations · 449 across the 24 of their papers we have counts for
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cs.CL2020★ 1 cited
Adversarial Semantic Collisions
Congzheng Song, Alexander M. Rush, Vitaly Shmatikov
We study semantic collisions: texts that are semantically unrelated but judged as similar by NLP models. We develop gradient-based approaches for generating semantic collisions and…
cs.CL2019★ 6 cited
Generalized Zero-shot ICD Coding
Congzheng Song, Shanghang Zhang, Najmeh Sadoughi +2
The International Classification of Diseases (ICD) is a list of classification codes for the diagnoses. Automatic ICD coding is in high demand as the manual coding can be labor-int…