Asma Ghandeharioun

About Asma Ghandeharioun

Asma Ghandeharioun, With an exceptional h-index of 21 and a recent h-index of 21 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Interpretability, Human-Centered AI, Machine Learning, Affective Computing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Does localization inform editing? surprising differences in causality-based localization vs. knowledge editing in language models

Patchscopes: A unifying framework for inspecting hidden representations of language models

Comparing Representational and Functional Similarity in Small Transformer Language Models

Interpretability illusions in the generalization of simplified models

Post Hoc Explanations of Language Models Can Improve Language Models

Mixed effects random forests for personalised predictions of clinical depression severity

Do machine learning models memorize or generalize

Dissect: Disentangled simultaneous explanations via concept traversals

Asma Ghandeharioun Information

University

Position

PhD student, MIT Media Lab

Citations(all)

2011

Citations(since 2020)

1776

Cited By

719

hIndex(all)

21

hIndex(since 2020)

21

i10Index(all)

24

i10Index(since 2020)

23

Email

University Profile Page

Google Scholar

Asma Ghandeharioun Skills & Research Interests

Interpretability

Human-Centered AI

Machine Learning

Affective Computing

Top articles of Asma Ghandeharioun

Does localization inform editing? surprising differences in causality-based localization vs. knowledge editing in language models

Advances in Neural Information Processing Systems, 2023.

2024/2/13

Peter Hase
Peter Hase

H-Index: 3

Mohit Bansal
Mohit Bansal

H-Index: 39

Asma Ghandeharioun
Asma Ghandeharioun

H-Index: 14

Patchscopes: A unifying framework for inspecting hidden representations of language models

arXiv preprint arXiv:2401.06102

2024/1/11

Asma Ghandeharioun
Asma Ghandeharioun

H-Index: 14

Adam Pearce
Adam Pearce

H-Index: 5

Mor Geva
Mor Geva

H-Index: 7

Comparing Representational and Functional Similarity in Small Transformer Language Models

2023/12/18

Interpretability illusions in the generalization of simplified models

2023/10/13

Post Hoc Explanations of Language Models Can Improve Language Models

arXiv preprint arXiv:2305.11426

2023/5/19

Mixed effects random forests for personalised predictions of clinical depression severity

arXiv preprint arXiv:2301.09815

2023/1/24

Do machine learning models memorize or generalize

2023

Adam Pearce
Adam Pearce

H-Index: 5

Asma Ghandeharioun
Asma Ghandeharioun

H-Index: 14

Dissect: Disentangled simultaneous explanations via concept traversals

2021/5/31

Asma Ghandeharioun
Asma Ghandeharioun

H-Index: 14

Towards Human-Centered Optimality Criteria

2021

Asma Ghandeharioun
Asma Ghandeharioun

H-Index: 14

Monitoring changes in depression severity using wearable and mobile sensors

Frontiers in psychiatry

2020/12/18

Human-centric dialog training via offline reinforcement learning

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP)

2020/10/12

Studying personalized just-in-time auditory breathing guides and potential safety implications during simulated driving

2020/7/7

Hierarchical reinforcement learning for open-domain dialog

2019/9/17

See List of Professors in Asma Ghandeharioun University(Massachusetts Institute of Technology)

Co-Authors

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