Julia Hockenmaier

Julia Hockenmaier

University of Illinois at Urbana-Champaign

H-index: 35

North America-United States

About Julia Hockenmaier

Julia Hockenmaier, With an exceptional h-index of 35 and a recent h-index of 19 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Natural Language Processing, Computational Linguistics, Artificial Intelligence.

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

Analyzing the Performance of Large Language Models on Code Summarization

ViT-MUL: A Baseline Study on Recent Machine Unlearning Methods Applied to Vision Transformers

Attack and Reset for Unlearning: Exploiting Adversarial Noise toward Machine Unlearning through Parameter Re-initialization

Transformer language model for mapping construction schedule activities to uniformat categories

SIR-ABSC: Incorporating Syntax into RoBERTa-based Sentiment Analysis Models with a Special Aggregator Token

A Framework for Bidirectional Decoding: Case Study in Morphological Inflection

Graph-based event schema induction for information retrieval

Learning and critiquing pairwise activity relationships for schedule quality control via deep learning-based natural language processing

Julia Hockenmaier Information

University

Position

Associate Professor (UIUC)

Citations(all)

11753

Citations(since 2020)

6491

Cited By

7648

hIndex(all)

35

hIndex(since 2020)

19

i10Index(all)

56

i10Index(since 2020)

32

Email

University Profile Page

University of Illinois at Urbana-Champaign

Google Scholar

View Google Scholar Profile

Julia Hockenmaier Skills & Research Interests

Natural Language Processing

Computational Linguistics

Artificial Intelligence

Top articles of Julia Hockenmaier

Title

Journal

Author(s)

Publication Date

Analyzing the Performance of Large Language Models on Code Summarization

arXiv preprint arXiv:2404.08018

Rajarshi Haldar

Julia Hockenmaier

2024/4/10

ViT-MUL: A Baseline Study on Recent Machine Unlearning Methods Applied to Vision Transformers

arXiv preprint arXiv:2403.09681

Ikhyun Cho

Changyeon Park

Julia Hockenmaier

2024/2/7

Attack and Reset for Unlearning: Exploiting Adversarial Noise toward Machine Unlearning through Parameter Re-initialization

arXiv preprint arXiv:2401.08998

Yoonhwa Jung

Ikhyun Cho

Shun-Hsiang Hsu

Julia Hockenmaier

2024/1/17

Transformer language model for mapping construction schedule activities to uniformat categories

Automation in Construction

Yoonhwa Jung

Julia Hockenmaier

Mani Golparvar-Fard

2024/1/1

SIR-ABSC: Incorporating Syntax into RoBERTa-based Sentiment Analysis Models with a Special Aggregator Token

Ikhyun Cho

Yoonhwa Jung

Julia Hockenmaier

2023/12/1

A Framework for Bidirectional Decoding: Case Study in Morphological Inflection

arXiv preprint arXiv:2305.12580

Marc E Canby

Julia Hockenmaier

2023/5/21

Graph-based event schema induction for information retrieval

2023/3/28

Learning and critiquing pairwise activity relationships for schedule quality control via deep learning-based natural language processing

Automation in Construction

Fouad Amer

Julia Hockenmaier

Mani Golparvar-Fard

2022/2/1

Multimedia generative script learning for task planning

Qingyun Wang

Manling Li

Hou Pong Chan

Lifu Huang

Julia Hockenmaier

...

2023

Human-guided collaborative problem solving: A natural language based framework

arXiv preprint arXiv:2207.09566

Harsha Kokel

Mayukh Das

Rakibul Islam

Julia Bonn

Jon Cai

...

2022/7/19

Multi-perspective, multi-task neural network model for matching text to program code

Jinjun Xiong

Rajarshi Haldar

Julia Constanze Hockenmaier

Lingfei Wu

2021/9/28

HySPA: Hybrid span generation for scalable text-to-graph extraction

Liliang Ren

Chenkai Sun

Heng Ji

Julia Hockenmaier

2021/6/30

A multi-perspective architecture for semantic code search

arXiv preprint arXiv:2005.06980

Rajarshi Haldar

Lingfei Wu

Jinjun Xiong

Julia Hockenmaier

2020/5/6

University of Illinois submission to the SIGMORPHON 2020 shared task 0: Typologically diverse morphological inflection

Marc Canby

Aidana Karipbayeva

Bryan Lunt

Sahand Mozaffari

Charlotte Yoder

...

2020/7

Learning to execute instructions in a Minecraft dialogue

Prashant Jayannavar

Anjali Narayan-Chen

Julia Hockenmaier

2020/7

See List of Professors in Julia Hockenmaier University(University of Illinois at Urbana-Champaign)

Co-Authors

H-index: 86
David Forsyth

David Forsyth

University of Illinois at Urbana-Champaign

H-index: 80
Ali Farhadi

Ali Farhadi

University of Washington

H-index: 55
Svetlana Lazebnik

Svetlana Lazebnik

University of Illinois at Urbana-Champaign

H-index: 34
Yonatan Bisk

Yonatan Bisk

Carnegie Mellon University

H-index: 33
Anoop Sarkar

Anoop Sarkar

Simon Fraser University

H-index: 29
Rebecca Hwa

Rebecca Hwa

University of Pittsburgh

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