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cs.CL2021
Statistically Profiling Biases in Natural Language Reasoning Datasets and Models
Shanshan Huang, Kenny Q. Zhu
Recent work has indicated that many natural language understanding and reasoning datasets contain statistical cues that may be taken advantaged of by NLP models whose capability ma…
cs.CL2017
Calculating Probabilities Simplifies Word Learning
Aida Nematzadeh, Barend Beekhuizen, Shanshan Huang +1
Children can use the statistical regularities of their environment to learn word meanings, a mechanism known as cross-situational learning. We take a computational approach to inve…