Entropy-Guided LLM Decoding via Probabilistic Circuits
Zhizhen Chen, Daniel Mingyi Israel, Guy Van den Broeck et al.
· 0 citations
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Preprint
Aug 2026
The Dialect Tax: Dialectal Biases Persist throughout the Language Modeling Pipeline
Systematic dialectal performance gaps in language models (LMs) are well documented, but the source of these disparities within the modern language modeling pipeline remains unclear. Our study traces this"dialect tax"across the natural language processing pipeline. Using parallel English dialect corpora that hold meanin...
Elle Michelle Yang, Mark Chen, Jerry Tworek et al.
· 0 citations
Jailbreaking Jailbreaks: A Proactive Defense for LLMs
Wei-Liang Zhao, Daniel Ben-Levi, Jinjun Peng et al.
· 1 citation
SciPedia: Unlocking the Value of Scientific Data for Pre-training
Yiwei Qin, Zhen Huang, Tiantian Mi et al.
· 0 citations