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cs.CL2023
Better Handling Coreference Resolution in Aspect Level Sentiment Classification by Fine-Tuning Language Models
Dhruv Mullick, Bilal Ghanem, Alona Fyshe
Customer feedback is invaluable to companies as they refine their products. Monitoring customer feedback can be automated with Aspect Level Sentiment Classification (ALSC) which al…
cs.CL2023
FineDeb: A Debiasing Framework for Language Models
Akash Saravanan, Dhruv Mullick, Habibur Rahman +1
As language models are increasingly included in human-facing machine learning tools, bias against demographic subgroups has gained attention. We propose FineDeb, a two-phase debias…
cs.CL2022
Discriminative Models Can Still Outperform Generative Models in Aspect Based Sentiment Analysis
Dhruv Mullick, Alona Fyshe, Bilal Ghanem
Aspect-based Sentiment Analysis (ABSA) helps to explain customers' opinions towards products and services. In the past, ABSA models were discriminative, but more recently generativ…