Cristina Menghini

According to our database, Cristina Menghini authored at least 16 papers between 2018 and 2024.

Collaborative distances:

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

2024

If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions.

Reza Esfandiarpoor, Cristina Menghini, Stephen H. Bach

CoRR, 2024

LexC-Gen: Generating Data for Extremely Low-Resource Languages with Large Language Models and Bilingual Lexicons.

Zheng Xin Yong, Cristina Menghini, Stephen H. Bach

CoRR, 2024

2023

Low-Resource Languages Jailbreak GPT-4.

Zheng Xin Yong, Cristina Menghini, Stephen H. Bach

CoRR, 2023

Enhancing CLIP with CLIP: Exploring Pseudolabeling for Limited-Label Prompt Tuning.

Cristina Menghini, Andrew Delworth, Stephen H. Bach

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Reducing polarization and increasing diverse navigability in graphs by inserting edges and swapping edge weights.

Shahrzad Haddadan, Cristina Menghini, Matteo Riondato, Eli Upfal

Data Min. Knowl. Discov., 2022

The Drift of #MyBodyMyChoice Discourse on Twitter.

Cristina Menghini, Justin Uhr, Shahrzad Haddadan, Ashley Champagne, Björn Sandstede, Sohini Ramachandran

Proceedings of the WebSci '22: 14th ACM Web Science Conference 2022, Barcelona, Spain, June 26, 2022

Tight Lower Bounds on Worst-Case Guarantees for Zero-Shot Learning with Attributes.

Alessio Mazzetto, Cristina Menghini, Andrew Yuan, Eli Upfal, Stephen H. Bach

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

TAGLETS: A System for Automatic Semi-Supervised Learning with Auxiliary Data.

Wasu Piriyakulkij, Cristina Menghini, Ross Briden, Nihal V. Nayak, Jeffrey Zhu, Elaheh Raisi, Stephen H. Bach

Proceedings of Machine Learning and Systems 2022, 2022

2021

Algorithms for fair <i>k</i>-clustering with multiple protected attributes.

Matteo Böhm, Adriano Fazzone, Stefano Leonardi, Cristina Menghini, Chris Schwiegelshohn

Oper. Res. Lett., 2021

RePBubLik: Reducing Polarized Bubble Radius with Link Insertions.

Shahrzad Haddadan, Cristina Menghini, Matteo Riondato, Eli Upfal

Proceedings of the WSDM '21, 2021

How Inclusive Are Wikipedia's Hyperlinks in Articles Covering Polarizing Topics?

Cristina Menghini, Aris Anagnostopoulos, Eli Upfal

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Wikipedia's Network Bias on Controversial Topics.

Cristina Menghini, Aris Anagnostopoulos, Eli Upfal

CoRR, 2020

Spectral Relaxations and Fair Densest Subgraphs.

Aris Anagnostopoulos, Luca Becchetti, Adriano Fazzone, Cristina Menghini, Chris Schwiegelshohn

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Principal Fairness: \\ Removing Bias via Projections.

Aris Anagnostopoulos, Luca Becchetti, Matteo Böhm, Adriano Fazzone, Stefano Leonardi, Cristina Menghini, Chris Schwiegelshohn

CoRR, 2019

Wikipedia Polarization and Its Effects on Navigation Paths.

Cristina Menghini, Aris Anagnostopoulos, Eli Upfal

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Compiling Questions into Balanced Quizzes about Documents.

Cristina Menghini, Jessica Dehler-Zufferey, Robert West

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018