Ninareh Mehrabi

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Constitutional AI & AI Ethics (1)Interpretability & Mechanistic Interp (1)Scalable Oversight & Alignment Theory (1)Natural Language Processing (1)

Frequent co-authors

A.G. Galstyan (2)Rahul Gupta (1)Abhinav Mohanty (1)Anaelia Ovalle (1)

Papers (2)

Aug 11, 2026

Amazon ScienceAug 11, 2026·also Affiliation:, ASU, USC

From Interpretability to Control: Insights from Six Years of the TrustNLP Workshop

Truthfulness in NLP research has surged to 37% of papers by 2026, reflecting a critical shift in focus towards safety and alignment in generative systems.

Rahul Gupta, Abhinav Mohanty, Anaelia Ovalle +12

Constitutional AI & AI Ethics Interpretability & Mechanistic Interp Scalable Oversight & Alignment Theory

May 5, 2026

Amazon ScienceMay 5, 2026·also Affiliation:

SWAN: Semantic Watermarking with Abstract Meaning Representation

Semantic watermarks, embedded via AMR, survive paraphrasing attacks that obliterate token-level watermarks.

Ziping Ye, Gourab Dey, Christos Christodoulopoulos +5

Natural Language Processing Red-Teaming & Adversarial Robustness

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Ninareh Mehrabi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)