3 papers
cs.CL2025
From Disagreement to Understanding: The Case for Ambiguity Detection in NLI
Chathuri Jayaweera, Bonnie J. Dorr
This position paper argues that annotation disagreement in Natural Language Inference (NLI) is not mere noise but often reflects meaningful variation, especially when triggered by…
cs.CL2024
Balancing Transparency and Accuracy: A Comparative Analysis of Rule-Based and Deep Learning Models in Political Bias Classification
Manuel Nunez Martinez, Sonja Schmer-Galunder, Zoey Liu +3
The unchecked spread of digital information, combined with increasing political polarization and the tendency of individuals to isolate themselves from opposing political viewpoint…
cs.CL2024
AMREx: AMR for Explainable Fact Verification
Chathuri Jayaweera, Sangpil Youm, Bonnie Dorr
With the advent of social media networks and the vast amount of information circulating through them, automatic fact verification is an essential component to prevent the spread of…