2 papers
cs.DL2023
Who should I Collaborate with? A Comparative Study of Academia and Industry Research Collaboration in NLP
Hussain Sadiq Abuwala, Bohan Zhang, Mushi Wang
The goal of our research was to investigate the effects of collaboration between academia and industry on Natural Language Processing (NLP). To do this, we created a pipeline to ex…
cs.LG2023
Ranking & Reweighting Improves Group Distributional Robustness
Yachuan Liu, Bohan Zhang, Qiaozhu Mei +1
Recent work has shown that standard training via empirical risk minimization (ERM) can produce models that achieve high accuracy on average but low accuracy on underrepresented gro…