3 papers
cs.CL2025
ManchuTTS: Towards High-Quality Manchu Speech Synthesis via Flow Matching and Hierarchical Text Representation
Suhua Wang, Zifan Wang, Xiaoxin Sun +3
As an endangered language, Manchu presents unique challenges for speech synthesis, including severe data scarcity and strong phonological agglutination. This paper proposes ManchuT…
cs.AI2025
Search-Time Data Contamination
Ziwen Han, Meher Mankikar, Julian Michael +1
Data contamination refers to the leakage of evaluation data into model training data, resulting in overfitting to supposedly held-out test sets and compromising test validity. We i…
cs.CR2025
A Red Teaming Roadmap Towards System-Level Safety
Zifan Wang, Christina Q. Knight, Jeremy Kritz +2
Large Language Model (LLM) safeguards, which implement request refusals, have become a widely adopted mitigation strategy against misuse. At the intersection of adversarial machine…