most citedHow Robust are LLMs to In-Context Majority Label Bias?

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cs.CL2024

Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques

Siva Rajesh Kasa, Aniket Goel, Karan Gupta +4

Ordinal Classification (OC) is a widely encountered challenge in Natural Language Processing (NLP), with applications in various domains such as sentiment analysis, rating predicti…

cs.CL2023

Tackling Concept Shift in Text Classification using Entailment-style Modeling

Sumegh Roychowdhury, Karan Gupta, Siva Rajesh Kasa +2

Pre-trained language models (PLMs) have seen tremendous success in text classification (TC) problems in the context of Natural Language Processing (NLP). In many real-world text cl…