Presents MBFC-2025 dataset and multi-view embeddings with fusion methods for media bias and factuality, reporting SOTA results on ACL-2020 and new benchmarks on MBFC-2025.
We Can Detect Your Bias: Predicting the Political Ideology of News Articles , url =
2 Pith papers cite this work. Polarity classification is still indexing.
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cs.CL 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
Using DML and mediation analysis on AllSides articles, only fine-tuned GPT-4o-mini exhibits significant sentiment-to-ideology causal effects at community level, unlike human annotators, indicating spurious coupling learned during fine-tuning.
citing papers explorer
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A Multi-View Media Profiling Suite: Resources, Evaluation, and Analysis
Presents MBFC-2025 dataset and multi-view embeddings with fusion methods for media bias and factuality, reporting SOTA results on ACL-2020 and new benchmarks on MBFC-2025.
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Does Topic Sentiment Cause Perceived Ideology? Comparing Human and LLM Annotations in Political News Articles
Using DML and mediation analysis on AllSides articles, only fine-tuned GPT-4o-mini exhibits significant sentiment-to-ideology causal effects at community level, unlike human annotators, indicating spurious coupling learned during fine-tuning.