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cs.CL2023
A Comparison of Lexicon-Based and ML-Based Sentiment Analysis: Are There Outlier Words?
Siddhant Jaydeep Mahajani, Shashank Srivastava, Alan F. Smeaton
Lexicon-based approaches to sentiment analysis of text are based on each word or lexical entry having a pre-defined weight indicating its sentiment polarity. These are usually manu…
cs.CL2023
Fuse to Forget: Bias Reduction and Selective Memorization through Model Fusion
Kerem Zaman, Leshem Choshen, Shashank Srivastava
Model fusion research aims to aggregate the knowledge of multiple individual models to enhance performance by combining their weights. In this work, we study the inverse problem: i…