Picture for Francis Ferraro

Francis Ferraro

University of Maryland, Baltimore County

Memorization Over Reasoning? Exposing and Mitigating Verbatim Memorization in Large Language Models' Character Understanding Evaluation

Add code
Dec 18, 2024
Viaarxiv icon

Living off the Analyst: Harvesting Features from Yara Rules for Malware Detection

Add code
Nov 27, 2024
Figure 1 for Living off the Analyst: Harvesting Features from Yara Rules for Malware Detection
Figure 2 for Living off the Analyst: Harvesting Features from Yara Rules for Malware Detection
Figure 3 for Living off the Analyst: Harvesting Features from Yara Rules for Malware Detection
Figure 4 for Living off the Analyst: Harvesting Features from Yara Rules for Malware Detection
Viaarxiv icon

SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events

Add code
Aug 11, 2024
Figure 1 for SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events
Figure 2 for SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events
Figure 3 for SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events
Figure 4 for SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events
Viaarxiv icon

High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates

Add code
Jul 08, 2024
Figure 1 for High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates
Figure 2 for High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates
Figure 3 for High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates
Figure 4 for High-Dimensional Distributed Sparse Classification with Scalable Communication-Efficient Global Updates
Viaarxiv icon

WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions

Add code
Jun 17, 2024
Figure 1 for WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions
Figure 2 for WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions
Figure 3 for WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions
Figure 4 for WellDunn: On the Robustness and Explainability of Language Models and Large Language Models in Identifying Wellness Dimensions
Viaarxiv icon

Optimizing the Optimal Weighted Average: Efficient Distributed Sparse Classification

Add code
Jun 03, 2024
Viaarxiv icon

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

Add code
May 24, 2023
Figure 1 for InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction
Figure 2 for InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction
Figure 3 for InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction
Figure 4 for InteractiveIE: Towards Assessing the Strength of Human-AI Collaboration in Improving the Performance of Information Extraction
Viaarxiv icon

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

Add code
Dec 05, 2022
Viaarxiv icon

A General Framework for Auditing Differentially Private Machine Learning

Add code
Oct 16, 2022
Figure 1 for A General Framework for Auditing Differentially Private Machine Learning
Figure 2 for A General Framework for Auditing Differentially Private Machine Learning
Figure 3 for A General Framework for Auditing Differentially Private Machine Learning
Figure 4 for A General Framework for Auditing Differentially Private Machine Learning
Viaarxiv icon

PASTA: A Dataset for Modeling Participant States in Narratives

Add code
Jul 31, 2022
Figure 1 for PASTA: A Dataset for Modeling Participant States in Narratives
Figure 2 for PASTA: A Dataset for Modeling Participant States in Narratives
Figure 3 for PASTA: A Dataset for Modeling Participant States in Narratives
Figure 4 for PASTA: A Dataset for Modeling Participant States in Narratives
Viaarxiv icon