Francis Ferraro

About Francis Ferraro

Francis Ferraro, With an exceptional h-index of 14 and a recent h-index of 13 (since 2020), a distinguished researcher at University of Maryland, Baltimore County, specializes in the field of NLP, Computational Linguistics.

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

InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction

SAGEViz: SchemA GEneration and Visualization

PASTA: A Dataset for Modeling PArticipant STAtes in Narratives

Multimodal Language Learning for Object Retrieval in Low Data Regimes in the Face of Missing Modalities

A general framework for auditing differentially private machine learning

POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events

Neural Bregman Divergences for Distance Learning

RevUp: Revise and Update Information Bottleneck for Event Representation

Francis Ferraro Information

University

Position

___

Citations(all)

1245

Citations(since 2020)

940

Cited By

623

hIndex(all)

14

hIndex(since 2020)

13

i10Index(all)

18

i10Index(since 2020)

15

Email

University Profile Page

Google Scholar

Francis Ferraro Skills & Research Interests

NLP

Computational Linguistics

Top articles of Francis Ferraro

InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction

arXiv preprint arXiv:2305.14659

2023/5/24

SAGEViz: SchemA GEneration and Visualization

2023/12

PASTA: A Dataset for Modeling PArticipant STAtes in Narratives

Transactions of the Association for Computational Linguistics

2023/11/2

Multimodal Language Learning for Object Retrieval in Low Data Regimes in the Face of Missing Modalities

Transactions on Machine Learning Research

2023/10/1

A general framework for auditing differentially private machine learning

Advances in Neural Information Processing Systems

2022/12/6

Francis Ferraro
Francis Ferraro

H-Index: 9

POQue: Asking Participant-specific Outcome Questions for a Deeper Understanding of Complex Events

arXiv preprint arXiv:2212.02629

2022/12/5

Niranjan Balasubramanian
Niranjan Balasubramanian

H-Index: 15

Francis Ferraro
Francis Ferraro

H-Index: 9

Neural Bregman Divergences for Distance Learning

arXiv preprint arXiv:2206.04763

2022/6/9

Francis Ferraro
Francis Ferraro

H-Index: 9

RevUp: Revise and Update Information Bottleneck for Event Representation

Proceedings of the17th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2023)

2022/5/24

Mehdi Rezaee
Mehdi Rezaee

H-Index: 2

Francis Ferraro
Francis Ferraro

H-Index: 9

Semantically-informed Hierarchical Event Modeling

arXiv preprint arXiv:2212.10547

2022/12/20

Continuously Generalized Ordinal Regression for Linear and Deep Models

2022

Francis Ferraro
Francis Ferraro

H-Index: 9

Locality Preserving Loss: Neighbors that Live together, Align together

arXiv preprint arXiv:2004.03734

2020/4/7

A Simulator for Human-Robot Interaction in Virtual Reality

2021/3/27

Towards Making Virtual Human-Robot Interaction a Reality

Proc. of the 3rd International Workshop on Virtual, Augmented, and Mixed-Reality for Human-Robot Interactions (VAM-HRI)

2021/3

Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech

Proceedings of the AAAI Conference on Artificial Intelligence

2022/6/28

A Spoken Language Dataset of Descriptions for Speech-and Percept-Based Learning

Advances in neural information processing systems

2021/12

Transferring Semantic Knowledge Into Language Encoders

arXiv preprint arXiv:2110.07382

2021/10/14

Mohammad Umair
Mohammad Umair

H-Index: 1

Francis Ferraro
Francis Ferraro

H-Index: 9

Discriminative and Generative Transformer-based Models For Situation Entity Classification

arXiv preprint arXiv:2109.07434

2021/9/15

Neural Variational Learning for Grounded Language Acquisition

2021/8/8

Cynthia Matuszek
Cynthia Matuszek

H-Index: 13

Francis Ferraro
Francis Ferraro

H-Index: 9

Learning a Reversible Embedding Mapping using Bi-Directional Manifold Alignment

arXiv preprint arXiv:2107.00124

2021/6/30

Event representation with sequential, semi-supervised discrete variables

2021/6

Mehdi Rezaee
Mehdi Rezaee

H-Index: 2

Francis Ferraro
Francis Ferraro

H-Index: 9

See List of Professors in Francis Ferraro University(University of Maryland, Baltimore County)