Chad DeLuca

According to our database, Chad DeLuca authored at least 19 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Systematic Approach for Large Language Models Debugging.

Basel Shbita, Anna Lisa Gentile, Bing Zhang, Sungeun An, Shailja Thakur, Shubhi Asthana, Yi Zhou, Saptha Surendran, Farhan Ahmed, Rohan Kulkarni, Yuya Jeremy Ong, Chad DeLuca, Hima Patel

CoRR, April, 2026

STaD: Scaffolded Task Design for Identifying Compositional Skill Gaps in LLMs.

Sungeun An, Swanand Ravindra Kadhe, Shailja Thakur, Chad DeLuca, Hima Patel

CoRR, April, 2026

LogitScope: A Framework for Analyzing LLM Uncertainty Through Information Metrics.

Farhan Ahmed, Yuya Jeremy Ong, Chad DeLuca

CoRR, March, 2026

LLMON: An LLM-native Markup Language to Leverage Structure and Semantics at the LLM Interface.

Michael Hind, Basel Shbita, Bo Wu, Farhan Ahmed, Chad DeLuca, Nathan Fulton, David D. Cox, Dan Gutfreund

CoRR, March, 2026

2025

STRIDE: A Systematic Framework for Selecting AI Modalities - Agentic AI, AI Assistants, or LLM Calls.

Shubhi Asthana, Bing Zhang, Chad DeLuca, Ruchi Mahindru, Hima Patel

CoRR, December, 2025

MermaidSeqBench: An Evaluation Benchmark for LLM-to-Mermaid Sequence Diagram Generation.

Basel Shbita, Farhan Ahmed, Chad DeLuca

CoRR, November, 2025

Backprompting: Leveraging Synthetic Production Data for Health Advice Guardrails.

Kellen Tan Cheng, Anna Lisa Gentile, Chad DeLuca, Guang-Jie Ren

CoRR, August, 2025

OneShield - the Next Generation of LLM Guardrails.

Chad DeLuca, Anna Lisa Gentile, Shubhi Asthana, Bing Zhang, Pawan Chowdhary, Kellen Tan Cheng, Basel Shbita, Pengyuan Li, Guang-Jie Ren, Sandeep Gopisetty

CoRR, July, 2025

Deploying Privacy Guardrails for LLMs: A Comparative Analysis of Real-World Applications.

Shubhi Asthana, Bing Zhang, Ruchi Mahindru, Chad DeLuca, Anna Lisa Gentile, Sandeep Gopisetty

CoRR, January, 2025

STAR: Self-Automated Back-Querying for Production Data Generation.

Kellen Tan Cheng, Anna Lisa Gentile, Chad DeLuca, Guang-Jie Ren

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

2024

Skills and Expertise in Large Organizations: An Enterprise Knowledge Graph Approach.

Blerina Spahiu, Anna Lisa Gentile, Chad DeLuca, Andrea Maurino

Proceedings of the 4th International Workshop on Scientific Knowledge: Representation, 2024

Don't be my Doctor! Recognizing Healthcare Advice in Large Language Models.

Kellen Tan Cheng, Anna Lisa Gentile, Pengyuan Li, Chad DeLuca, Guang-Jie Ren

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

Long-Form Information Retrieval for Enterprise Matchmaking.

Pengyuan Li, Guang-Jie Ren, Anna Lisa Gentile, Chad DeLuca, Daniel Tan, Sandeep Gopisetty

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Understanding Customer Requirements - An Enterprise Knowledge Graph Approach.

Basel Shbita, Anna Lisa Gentile, Pengyuan Li, Chad DeLuca, Guang-Jie Ren

Proceedings of the Semantic Web - 20th International Conference, 2023

2021

AdaReNet: Adaptive Reweighted Semi-supervised Active Learning to Accelerate Label Acquisition.

Ismini Lourentzou, Daniel Gruhl, Alfredo Alba, Anna Lisa Gentile, Petar Ristoski, Chad DeLuca, Steven R. Welch, Chengxiang Zhai

Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021

SAUCE: Truncated Sparse Document Signature Bit-Vectors for Fast Web-Scale Corpus Expansion.

Muntasir Wahed, Daniel Gruhl, Alfredo Alba, Anna Lisa Gentile, Petar Ristoski, Chad DeLuca, Steve Welch, Ismini Lourentzou

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

Understanding Data Centers from Logs: Leveraging External Knowledge for Distant Supervision.

Chad DeLuca, Anna Lisa Gentile, Petar Ristoski, Steve Welch

Proceedings of the Semantic Web - ISWC 2020, 2020

2019

Task Oriented Data Exploration with Human-in-the-Loop. A Data Center Migration Use Case.

Alfredo Alba, Chad DeLuca, Anna Lisa Gentile, Daniel Gruhl, Linda Kato, Chris Kau, Petar Ristoski, Steve Welch

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019

Identifying High Value Opportunities for Human in the Loop Lexicon Expansion.

Alfredo Alba, Chad DeLuca, Anna Lisa Gentile, Daniel Gruhl, Linda Kato, Chris Kau, Petar Ristoski, Steve Welch

Proceedings of the Companion of The 2019 World Wide Web Conference, 2019