Luke Gessler

Luke Gessler

Georgetown University

H-index: 6

North America-United States

About Luke Gessler

Luke Gessler, With an exceptional h-index of 6 and a recent h-index of 6 (since 2020), a distinguished researcher at Georgetown University, specializes in the field of natural language processing, linguistic annotation, language documentation.

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

TAMS: Translation-Assisted Morphological Segmentation

eRST: A Signaled Graph Theory of Discourse Relations and Organization

Low-Resource Monolingual Transformer Language Models

Syntactic Inductive Bias in Transformer Language Models: Especially Helpful for Low-Resource Languages?

GENTLE: A genre-diverse multilayer challenge set for English NLP and linguistic evaluation

PrOnto: Language Model Evaluations for 859 Languages

MicroBERT: effective training of low-resource monolingual BERTs through parameter reduction and multitask learning

Midas loop: A prioritized human-in-the-loop annotation for large scale multilayer data

Luke Gessler Information

University

Position

Ph.D. Student in Computational Linguistics

Citations(all)

94

Citations(since 2020)

94

Cited By

7

hIndex(all)

6

hIndex(since 2020)

6

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Georgetown University

Google Scholar

View Google Scholar Profile

Luke Gessler Skills & Research Interests

natural language processing

linguistic annotation

language documentation

Top articles of Luke Gessler

Title

Journal

Author(s)

Publication Date

TAMS: Translation-Assisted Morphological Segmentation

arXiv preprint arXiv:2403.14840

Enora Rice

Ali Marashian

Luke Gessler

Alexis Palmer

Katharina von der Wense

2024/3/21

eRST: A Signaled Graph Theory of Discourse Relations and Organization

arXiv preprint arXiv:2403.13560

Amir Zeldes

Tatsuya Aoyama

Yang Janet Liu

Siyao Peng

Debopam Das

...

2024/3/20

Low-Resource Monolingual Transformer Language Models

Luke Gessler

2023

Syntactic Inductive Bias in Transformer Language Models: Especially Helpful for Low-Resource Languages?

arXiv preprint arXiv:2311.00268

Luke Gessler

Nathan Schneider

2023/11/1

GENTLE: A genre-diverse multilayer challenge set for English NLP and linguistic evaluation

arXiv preprint arXiv:2306.01966

Tatsuya Aoyama

Shabnam Behzad

Luke Gessler

Lauren Levine

Jessica Lin

...

2023/6/3

PrOnto: Language Model Evaluations for 859 Languages

arXiv preprint arXiv:2305.12612

Luke Gessler

2023/5/22

MicroBERT: effective training of low-resource monolingual BERTs through parameter reduction and multitask learning

arXiv preprint arXiv:2212.12510

Luke Gessler

Amir Zeldes

2022/12/23

Midas loop: A prioritized human-in-the-loop annotation for large scale multilayer data

Luke Gessler

Lauren Levine

Amir Zeldes

2022/6

Xposition: An online multilingual database of adpositional semantics

Luke Gessler

Austin Blodgett

Joseph C Ledford

Nathan Schneider

2022/6

Closing the NLP Gap: Documentary Linguistics and NLP Need a Shared Software Infrastructure

Luke Gessler

2022/5

DisCoDisCo at the DISRPT2021 shared task: A system for discourse segmentation, classification, and connective detection

arXiv preprint arXiv:2109.09777

Luke Gessler

Shabnam Behzad

Yang Janet Liu

Siyao Peng

Yilun Zhu

...

2021/9/20

BERT has uncommon sense: Similarity ranking for word sense BERTology

arXiv preprint arXiv:2109.09780

Luke Gessler

Nathan Schneider

2021/9/20

Supersense and Sensibility: Proxy Tasks for Semantic Annotation of Prepositions

Proceedings of the Society for Computation in Linguistics

Luke Gessler

Shira Wein

Nathan Schneider

2021

Overview of AMALGUM–Large Silver Quality Annotations across English Genres

Society for Computation in Linguistics

Luke D Gessler

Siyao Peng

Yang Liu

Yilun Zhu

Shabnam Behzad

...

2021/1/1

Supervised grapheme-to-phoneme conversion of orthographic schwas in Hindi and Punjabi

arXiv preprint arXiv:2004.10353

Aryaman Arora

Luke Gessler

Nathan Schneider

2020/4/22

A summary of the first workshop on language technology for language documentation and revitalization

arXiv preprint arXiv:2004.13203

Graham Neubig

Shruti Rijhwani

Alexis Palmer

Jordan MacKenzie

Hilaria Cruz

...

2020/4/27

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