most citedFaithfulness and the Notion of Adversarial Sensitivity in NLP Explanations

2 citations · 4 across the 3 of their papers we have counts for

collaborators
Showing cs.CLShow all

2 papers · 1 filter

cs.CL2025

Human-Centered Supervision for Sentiment Analysis in Telugu: A Systematic Inquiry Beyond Accuracy

Vallabhaneni Raj Kumar, Ashwin S, Supriya Manna +8

Sentiment analysis for low-resource languages remains challenging in an era where interpretability, human alignment, and fairness are increasingly non-negotiable aspects of modern…

cs.CL2024★ 2 cited

Faithfulness and the Notion of Adversarial Sensitivity in NLP Explanations

Supriya Manna, Niladri Sett

Faithfulness is arguably the most critical metric to assess the reliability of explainable AI. In NLP, current methods for faithfulness evaluation are fraught with discrepancies an…