69 citations · 128 across the 15 of their papers we have counts for
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cs.CL2022
PyTAIL: Interactive and Incremental Learning of NLP Models with Human in the Loop for Online Data
Shubhanshu Mishra, Jana Diesner
Online data streams make training machine learning models hard because of distribution shift and new patterns emerging over time. For natural language processing (NLP) tasks that u…
cs.CL2022
What Changed? Investigating Debiasing Methods using Causal Mediation Analysis
Sullam Jeoung, Jana Diesner
Previous work has examined how debiasing language models affect downstream tasks, specifically, how debiasing techniques influence task performance and whether debiased models also…
cs.CL2022★ 7 cited
What should I Ask: A Knowledge-driven Approach for Follow-up Questions Generation in Conversational Surveys
Yubin Ge, Ziang Xiao, Jana Diesner +3
Generating follow-up questions on the fly could significantly improve conversational survey quality and user experiences by enabling a more dynamic and personalized survey structur…