Jillian Fisher
12 papers · 2023–2025 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (34) 🤝 Dynamic Duo (12)
🗃️
Keyword Collector
(64)
💎
Century Club · Bronze
⚡
Prolific Year · Productive
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Research topics
Artificial Intelligence
(9)
Core AI
(9)
Machine Learning
(8)
Deep Learning
(6)
Application Areas
(6)
Natural Language Processing
(5)
Generation
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Models
(3)
Core Methods
(2)
Resources & Methods
(2)
Reinforcement Learning
(1)
Architectures
(1)
Learning Paradigms
(1)
Keywords
large language model
(5)
text generation
(3)
language model
(3)
model compression
(2)
authorship obfuscation
(2)
knowledge distillation
(2)
pluralistic alignment
(2)
preference modeling
(1)
attention mechanism
(1)
reinforcement learning
(1)
human decision-making
(1)
robot planning
(1)
machine learning
(1)
generative model
(1)
paraphrase generation
(1)
style transfer
(1)
low-rank adaptation
(1)
parameter-efficient fine-tuning
(1)
influence function
(1)
bias mitigation
(1)
Papers
Biased LLMs can Influence Political Decision-Making
ACL 2025
Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models
NAACL 2025
Making VLMs More Robot-Friendly: Self-Critical Distillation of Low-Level Procedural Reasoning
EMNLP 2025
Position: Political Neutrality in AI Is Impossible — But Here Is How to Approximate It
ICML 2025
Impossible Distillation for Paraphrasing and Summarization: How to Make High-quality Lemonade out of Small, Low-quality Model
NAACL 2024
JAMDEC: Unsupervised Authorship Obfuscation using Constrained Decoding over Small Language Models
NAACL 2024
Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration
EMNLP 2024
Position: A Roadmap to Pluralistic Alignment
ICML 2024
StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements
EMNLP 2024
The Generative AI Paradox: “What It Can Create, It May Not Understand”
ICLR 2024
Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning
EMNLP 2023
Influence Diagnostics under Self-concordance
AISTATS 2023