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Liam Dugan

Liam Dugan

University of Pennsylvania

H-index: 5

North America-United States

Contact Liam Dugan

About Liam Dugan

Liam Dugan, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at University of Pennsylvania, specializes in the field of Natural Language Processing, Machine Learning.

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

FanOutQA: Multi-Hop, Multi-Document Question Answering for Large Language Models

Interpretable-by-Design Text Classification with Iteratively Generated Concept Bottleneck

Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications

Learning When to Speak: Latency and Quality Trade-offs for Simultaneous Speech-to-Speech Translation with Offline Models

Enhancing human summaries for question-answer generation in education

Real or Fake Text?: Investigating Human Ability to Detect Boundaries Between Human-Written and Machine-Generated Text

Exploring the Curious Case of Code Prompts

Beyond the imitation game: Quantifying and extrapolating the capabilities of language models

Liam Dugan Information

University

Position

___

Citations(all)

606

Citations(since 2020)

605

Cited By

9

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

5

i10Index(since 2020)

5

Email

University Profile Page

Google Scholar

Liam Dugan Skills & Research Interests

Natural Language Processing

Machine Learning

Top articles of Liam Dugan

FanOutQA: Multi-Hop, Multi-Document Question Answering for Large Language Models

arXiv preprint arXiv:2402.14116

2024/2/21

Alyssa Hwang
Alyssa Hwang

H-Index: 2

Liam Dugan
Liam Dugan

H-Index: 2

Chris Callison-Burch
Chris Callison-Burch

H-Index: 41

Interpretable-by-Design Text Classification with Iteratively Generated Concept Bottleneck

arXiv preprint arXiv:2310.19660

2023/10/30

Qing Lyu
Qing Lyu

H-Index: 1

Yue Yang
Yue Yang

H-Index: 15

Liam Dugan
Liam Dugan

H-Index: 2

Chris Callison-Burch
Chris Callison-Burch

H-Index: 41

Kani: A Lightweight and Highly Hackable Framework for Building Language Model Applications

arXiv preprint arXiv:2309.05542

2023/9/11

Liam Dugan
Liam Dugan

H-Index: 2

Alyssa Hwang
Alyssa Hwang

H-Index: 2

Chris Callison-Burch
Chris Callison-Burch

H-Index: 41

Learning When to Speak: Latency and Quality Trade-offs for Simultaneous Speech-to-Speech Translation with Offline Models

arXiv preprint arXiv:2306.01201

2023/6/1

Liam Dugan
Liam Dugan

H-Index: 2

Chris Callison-Burch
Chris Callison-Burch

H-Index: 41

Victor Zordan
Victor Zordan

H-Index: 15

Enhancing human summaries for question-answer generation in education

2023/7

Liam Dugan
Liam Dugan

H-Index: 2

Eleni Miltsakaki
Eleni Miltsakaki

H-Index: 15

Bryan Li
Bryan Li

H-Index: 2

Chris Callison-Burch
Chris Callison-Burch

H-Index: 41

Real or Fake Text?: Investigating Human Ability to Detect Boundaries Between Human-Written and Machine-Generated Text

Proceedings of the AAAI Conference on Artificial Intelligence

2023/6/26

Liam Dugan
Liam Dugan

H-Index: 2

Arun Kirubarajan
Arun Kirubarajan

H-Index: 2

Chris Callison-Burch
Chris Callison-Burch

H-Index: 41

Exploring the Curious Case of Code Prompts

2023/6

Li Zhang
Li Zhang

H-Index: 7

Liam Dugan
Liam Dugan

H-Index: 2

Chris Callison-Burch
Chris Callison-Burch

H-Index: 41

Beyond the imitation game: Quantifying and extrapolating the capabilities of language models

arXiv preprint arXiv:2206.04615

2022/6/9

Abhishek Rao
Abhishek Rao

H-Index: 4

Abu Awal Md Shoeb
Abu Awal Md Shoeb

H-Index: 3

Abubakar Abid
Abubakar Abid

H-Index: 12

Adam Fisch
Adam Fisch

H-Index: 6

Adam R Brown
Adam R Brown

H-Index: 7

Aditya Gupta
Aditya Gupta

H-Index: 2

Adrià Garriga-Alonso
Adrià Garriga-Alonso

H-Index: 2

Akshat Agarwal
Akshat Agarwal

H-Index: 3

Alex Ray
Alex Ray

H-Index: 1

Alex Warstadt
Alex Warstadt

H-Index: 7

Alicia Parrish
Alicia Parrish

H-Index: 2

Allen Nie
Allen Nie

H-Index: 5

Aman Hussain
Aman Hussain

H-Index: 2

Ameet Rahane
Ameet Rahane

H-Index: 2

Andrea Santilli
Andrea Santilli

H-Index: 2

Andrew Dai
Andrew Dai

H-Index: 1

Andy Zou
Andy Zou

H-Index: 1

Angelica Chen
Angelica Chen

H-Index: 3

Animesh Gupta
Animesh Gupta

H-Index: 4

Antonio Norelli
Antonio Norelli

H-Index: 1

Arun Kirubarajan
Arun Kirubarajan

H-Index: 2

Avia Efrat
Avia Efrat

H-Index: 2

Bao Sheng Loe
Bao Sheng Loe

H-Index: 7

Benno Stein
Benno Stein

H-Index: 45

Catherine Stinson
Catherine Stinson

H-Index: 6

Chandan Singh
Chandan Singh

H-Index: 12

Chenlin Meng
Chenlin Meng

H-Index: 7

Chitta Baral
Chitta Baral

H-Index: 20

Chris Callison-Burch
Chris Callison-Burch

H-Index: 41

Chris Waites
Chris Waites

H-Index: 1

Christian Voigt
Christian Voigt

H-Index: 8

Christopher D Manning
Christopher D Manning

H-Index: 102

Christopher Potts
Christopher Potts

H-Index: 1

Colin Raffel
Colin Raffel

H-Index: 29

Cristina Garbacea
Cristina Garbacea

H-Index: 5

Damien Sileo
Damien Sileo

H-Index: 2

Dan Hendrycks
Dan Hendrycks

H-Index: 16

Dan Roth
Dan Roth

H-Index: 55

Daniel Freeman
Daniel Freeman

H-Index: 9

Daniel Levy
Daniel Levy

H-Index: 15

Danielle Perszyk
Danielle Perszyk

H-Index: 7

Danqi Chen
Danqi Chen

H-Index: 18

Dar Gilboa
Dar Gilboa

H-Index: 4

David Jurgens
David Jurgens

H-Index: 27

Debajyoti Datta
Debajyoti Datta

H-Index: 4

Deep Ganguli
Deep Ganguli

H-Index: 5

Derek Chen
Derek Chen

H-Index: 4

Derek Tam
Derek Tam

H-Index: 3

Diyi Yang
Diyi Yang

H-Index: 27

Dong-Ho Lee
Dong-Ho Lee

H-Index: 14

Elad Segal
Elad Segal

H-Index: 6

Elizabeth Barnes
Elizabeth Barnes

H-Index: 15

Ellie Pavlick
Ellie Pavlick

H-Index: 18

Eric Chu
Eric Chu

H-Index: 11

Eric Tang
Eric Tang

H-Index: 1

Erkut Erdem
Erkut Erdem

H-Index: 19

Ernie Chang
Ernie Chang

H-Index: 5

Ethan Dyer
Ethan Dyer

H-Index: 12

Evgenii Zheltonozhskii
Evgenii Zheltonozhskii

H-Index: 5

Fatemeh Siar
Fatemeh Siar

H-Index: 1

Fernando Martínez-Plumed
Fernando Martínez-Plumed

H-Index: 11

Gaurav Mishra
Gaurav Mishra

H-Index: 1

Giorgio Mariani
Giorgio Mariani

H-Index: 1

A Feasibility Study of Answer-Agnostic Question Generation for Education

arXiv preprint arXiv:2203.08685

2022/3/16

Liam Dugan
Liam Dugan

H-Index: 2

Eleni Miltsakaki
Eleni Miltsakaki

H-Index: 15

Chris Callison-Burch
Chris Callison-Burch

H-Index: 41

The Case for a Single Model that can Both Generate Continuations and Fill in the Blank

arXiv preprint arXiv:2206.04812

2022/6/9

Liam Dugan
Liam Dugan

H-Index: 2

Chris Callison-Burch
Chris Callison-Burch

H-Index: 41

Automatic Detection of Hybrid Human-Machine Text Boundaries

2021

Joseph Cutler
Joseph Cutler

H-Index: 5

Liam Dugan
Liam Dugan

H-Index: 2

Shreya Havaldar
Shreya Havaldar

H-Index: 2

Adam Stein
Adam Stein

H-Index: 1

RoFT: A Tool for Evaluating Human Detection of Machine-Generated Text

arXiv preprint arXiv:2010.03070

2020/10/6

Liam Dugan
Liam Dugan

H-Index: 2

Arun Kirubarajan
Arun Kirubarajan

H-Index: 2

Chris Callison-Burch
Chris Callison-Burch

H-Index: 41

Learning Formality from Japanese-English Parallel Corpora

2020

Liam Dugan
Liam Dugan

H-Index: 2

See List of Professors in Liam Dugan University(University of Pennsylvania)