Author

Jillian Fisher

Observed name: Fisher, Jillian

Institution: University of Washington

Observed institutions: University of Southern California, University of Washington, Allen Institute for Artificial Intelligence

OpenAlex ID: A5091584427

A Roadmap to Pluralistic Alignment

2024 · Sorensen, Taylor, Moore, Jared, et al. · arXiv (Cornell University) · 23

Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration

2024 · Shangbin Feng, Taylor Sorensen, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 18

The Generative AI Paradox: "What It Can Create, It May Not Understand"

2023 · West, Peter, Lu, Ximing, et al. · arXiv (Cornell University) · 14

Biased LLMs can Influence Political Decision-Making

2025 · Jillian Fisher, Shangbin Feng, et al. · Annual Meeting of the Association for Computational Linguistics (ACL) · 13

Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning

2023 · Ximing Lu, Faeze Brahman, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 7

Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models

2025 · Abhilasha Ravichander, Jillian Fisher, et al. · Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) · 4

Biased AI can Influence Political Decision-Making

2024 · Fisher, Jillian, Feng, Shangbin, et al. · arXiv (Cornell University) · 4

StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements

2024 · Jillian Fisher, Skyler Hallinan, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP) · 4

Impossible Distillation for Paraphrasing and Summarization: How to Make High-quality Lemonade out of Small, Low-quality Model

2024 · Jaehun Jung, Peter West, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 3

Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing

2023 · Jung, Jaehun, West, Peter, et al. · arXiv (Cornell University) · 2

JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models

2024 · Jillian Fisher, Ximing Lu, et al. · Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 1

Search Engine AI Overview Audit: A Focus on Domain and Demographics

2026 · Jillian Fisher, Miranda Bogen, et al. · Open Science Framework

A Roadmap to Impactful Pluralistic Alignment Research

2026 · Poole-Dayan, Elinor, Fisher, Jillian, et al. · arXiv (Cornell University)

Response-Aware User Memory Selection for LLM Personalization

2026 · Fisher, Jillian, Neville, Jennifer, et al. · arXiv (Cornell University)

FDARxBench: Benchmarking Regulatory and Clinical Reasoning on FDA Generic Drug Assessment

2026 · Xiong, Betty, Fisher, Jillian, et al. · arXiv (Cornell University)

FDARxBench: Benchmarking Regulatory and Clinical Reasoning on FDA Generic Drug Assessment

2026 · Xiong, Betty, Fisher, Jillian, et al. · arXiv (Cornell University)

Do AI Disclaimers Reduce Susceptibility to Model Bias? Evidence on Language, Mechanisms, and Persistence

2026 · Fisher, Jillian, Reinecke, Katharina, et al.

Spectrum Tuning: Post-Training for Distributional Coverage and In-Context Steerability

2025 · Sorensen, Taylor, Newman, Benjamin, et al. · arXiv (Cornell University)

Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning

2025 · Chan Young Park, Jillian Fisher, et al. · Conference on Empirical Methods in Natural Language Processing (EMNLP)

Statistical Methods toward Trustworthy AI: From Diagnosis to Controllability and Societal Impact

2025 · Fisher, Jillian · ResearchWorks at the University of Washington (University of Washington)

JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models

2024 · Fisher, Jillian, Lu, Ximing, et al. · arXiv (Cornell University)

Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning

2023 · Lu, Ximing, Brahman, Faeze, et al. · arXiv (Cornell University)

Statistical and Computational Guarantees for Influence Diagnostics

2022 · Fisher, Jillian, Liu, Lang, et al. · arXiv (Cornell University)

Works count: 33

Citation count: 93

H-index: 5

I10-index: 4