3 papers
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.CL2024
The Effect of Data Partitioning Strategy on Model Generalizability: A Case Study of Morphological Segmentation
Zoey Liu, Bonnie J. Dorr
Recent work to enhance data partitioning strategies for more realistic model evaluation face challenges in providing a clear optimal choice. This study addresses these challenges,…