Julian Michael

Julian Michael

University of Washington

H-index: 16

North America-United States

About Julian Michael

Julian Michael, With an exceptional h-index of 16 and a recent h-index of 16 (since 2020), a distinguished researcher at University of Washington, specializes in the field of Artificial Intelligence, Computational Linguistics, Natural Language Processing, Formal Semantics, Logic.

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

Language models don't always say what they think: unfaithful explanations in chain-of-thought prompting

Bias-Augmented Consistency Training Reduces Biased Reasoning in Chain-of-Thought

Building Blocks for Data-Driven Theories of Language Understanding

The Case for Scalable, Data-Driven Theory: A Paradigm for Scientific Progress in NLP

Eliciting language model behaviors using reverse language models

Gpqa: A graduate-level google-proof q&a benchmark

Debate helps supervise unreliable experts

We're afraid language models aren't modeling ambiguity

Julian Michael Information

University

Position

___

Citations(all)

8614

Citations(since 2020)

8514

Cited By

2114

hIndex(all)

16

hIndex(since 2020)

16

i10Index(all)

16

i10Index(since 2020)

16

Email

University Profile Page

University of Washington

Google Scholar

View Google Scholar Profile

Julian Michael Skills & Research Interests

Artificial Intelligence

Computational Linguistics

Natural Language Processing

Formal Semantics

Logic

Top articles of Julian Michael

Title

Journal

Author(s)

Publication Date

Language models don't always say what they think: unfaithful explanations in chain-of-thought prompting

Advances in Neural Information Processing Systems

Miles Turpin

Julian Michael

Ethan Perez

Samuel Bowman

2024/2/13

Bias-Augmented Consistency Training Reduces Biased Reasoning in Chain-of-Thought

arXiv preprint arXiv:2403.05518

James Chua

Edward Rees

Hunar Batra

Samuel R Bowman

Julian Michael

...

2024/3/8

Building Blocks for Data-Driven Theories of Language Understanding

Julian Michael

2023

The Case for Scalable, Data-Driven Theory: A Paradigm for Scientific Progress in NLP

arXiv preprint arXiv:2312.00349

Julian Michael

2023/12/1

Eliciting language model behaviors using reverse language models

Jacob Pfau

Alex Infanger

Abhay Sheshadri

Ayush Panda

Julian Michael

...

2023/11/28

Gpqa: A graduate-level google-proof q&a benchmark

arXiv preprint arXiv:2311.12022

David Rein

Betty Li Hou

Asa Cooper Stickland

Jackson Petty

Richard Yuanzhe Pang

...

2023/11/20

Debate helps supervise unreliable experts

arXiv preprint arXiv:2311.08702

Julian Michael

Salsabila Mahdi

David Rein

Jackson Petty

Julien Dirani

...

2023/11/15

We're afraid language models aren't modeling ambiguity

arXiv preprint arXiv:2304.14399

Alisa Liu

Zhaofeng Wu

Julian Michael

Alane Suhr

Peter West

...

2023/4/27

Nearest neighbor zero-shot inference

Weijia Shi

Julian Michael

Suchin Gururangan

Luke Zettlemoyer

2022/12

What do nlp researchers believe? results of the nlp community metasurvey

arXiv preprint arXiv:2208.12852

Julian Michael

Ari Holtzman

Alicia Parrish

Aaron Mueller

Alex Wang

...

2022/8/26

Overconfidence in the face of ambiguity with adversarial data

Margaret Li

Julian Michael

2022/7

Inducing semantic roles without syntax

Julian Michael

Luke Zettlemoyer

2021/8

Prompting contrastive explanations for commonsense reasoning tasks

arXiv preprint arXiv:2106.06823

Bhargavi Paranjape

Julian Michael

Marjan Ghazvininejad

Luke Zettlemoyer

Hannaneh Hajishirzi

2021/6/12

Asking it all: Generating contextualized questions for any semantic role

arXiv preprint arXiv:2109.04832

Valentina Pyatkin

Paul Roit

Julian Michael

Reut Tsarfaty

Yoav Goldberg

...

2021/9/10

Asking without telling: Exploring latent ontologies in contextual representations

arXiv preprint arXiv:2004.14513

Julian Michael

Jan A Botha

Ian Tenney

2020/4/29

AmbigQA: Answering ambiguous open-domain questions

arXiv preprint arXiv:2004.10645

Sewon Min

Julian Michael

Hannaneh Hajishirzi

Luke Zettlemoyer

2020/4/22

See List of Professors in Julian Michael University(University of Washington)

Co-Authors

H-index: 100
Luke Zettlemoyer

Luke Zettlemoyer

University of Washington

H-index: 63
Ido Dagan

Ido Dagan

Bar-Ilan University

H-index: 63
Hannaneh Hajishirzi

Hannaneh Hajishirzi

University of Washington

H-index: 52
Samuel R. Bowman

Samuel R. Bowman

New York University

H-index: 51
Omer Levy

Omer Levy

Tel Aviv University

H-index: 24
Sewon Min

Sewon Min

University of Washington

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