Asma Ghandeharioun
12 papers · 2018–2026 · 8 venues · across top CS/AI venues
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Artificial Intelligence
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Machine Learning
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large language model
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open-domain dialog
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language model
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offline reinforcement learning
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interpretability
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attention mechanism
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policy gradient
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in-context learning
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conversational ai
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transformer
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model editing
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model interpretability
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harmful content
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hierarchical reinforcement learning
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reward function
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singular value decomposition
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scalable inference
(1)
hierarchical structure
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human feedback
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knowledge editing
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Papers
When Can Transformers Count to n?
UAI 2026
Racing Thoughts: Explaining Contextualization Errors in Large Language Models
NAACL 2025
Interpretability Illusions in the Generalization of Simplified Models
ICML 2024
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models
ICML 2024
Who's asking? User personas and the mechanics of latent misalignment
NeurIPS 2024
Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models
NeurIPS 2023
Post Hoc Explanations of Language Models Can Improve Language Models
NeurIPS 2023
DISSECT: Disentangled Simultaneous Explanations via Concept Traversals
ICLR 2022
Hierarchical Reinforcement Learning for Open-Domain Dialog
AAAI 2020
Human-centric dialog training via offline reinforcement learning
EMNLP 2020
Approximating Interactive Human Evaluation with Self-Play for Open-Domain Dialog Systems
NeurIPS 2019
Multimodal Prediction and Personalization of Photo Edits with Deep Generative Models
AISTATS 2018