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cs.CL2025
SLIDE: Sliding Localized Information for Document Extraction
Divyansh Singh, Manuel Nunez Martinez, Bonnie J. Dorr +1
Constructing accurate knowledge graphs from long texts and low-resource languages is challenging, as large language models (LLMs) experience degraded performance with longer input…
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.CL2022
From Stance to Concern: Adaptation of Propositional Analysis to New Tasks and Domains
Brodie Mather, Bonnie J Dorr, Adam Dalton +3
We present a generalized paradigm for adaptation of propositional analysis (predicate-argument pairs) to new tasks and domains. We leverage an analogy between stances (belief-drive…