2 papers
cs.CL2023
Text-Transport: Toward Learning Causal Effects of Natural Language
Victoria Lin, Louis-Philippe Morency, Eli Ben-Michael
As language technologies gain prominence in real-world settings, it is important to understand how changes to language affect reader perceptions. This can be formalized as the caus…
cs.CL2023
SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations
Victoria Lin, Louis-Philippe Morency
Although deep language representations have become the dominant form of language featurization in recent years, in many settings it is important to understand a model's decision-ma…