2022
Time Waits for No One! Analysis and Challenges of Temporal Misalignment
NAACL 2022long
When an NLP model is trained on text data from one time period and tested or deployed on data from another, the resulting temporal misalignment can degrade end-task performance. In this work, we establish a suite of eight diverse tasks across different domains (social media, science papers, news, an…