Cristina Menghini

About Cristina Menghini

Cristina Menghini, With an exceptional h-index of 4 and a recent h-index of 4 (since 2020), a distinguished researcher at Sapienza Università di Roma, specializes in the field of Machine Learning, Computational Social Science.

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

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

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

Low-resource languages jailbreak gpt-4

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

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

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

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

The Drift of# MyBodyMyChoice Discourse on Twitter

Cristina Menghini Information

University

Position

___

Citations(all)

79

Citations(since 2020)

79

Cited By

9

hIndex(all)

4

hIndex(since 2020)

4

i10Index(all)

2

i10Index(since 2020)

2

Email

University Profile Page

Google Scholar

Cristina Menghini Skills & Research Interests

Machine Learning

Computational Social Science

Top articles of Cristina Menghini

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

arXiv preprint arXiv:2403.16442

2024/3/25

Reza Esfandiarpoor
Reza Esfandiarpoor

H-Index: 5

Cristina Menghini
Cristina Menghini

H-Index: 1

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

arXiv preprint arXiv:2402.14086

2024/2/21

Cristina Menghini
Cristina Menghini

H-Index: 1

Low-resource languages jailbreak gpt-4

NeurIPS Socially Responsible Language Modelling Research (SoLaR) 2023

2023/10/3

Cristina Menghini
Cristina Menghini

H-Index: 1

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

Advances in Neural Information Processing Systems 36 (NeurIPS 2023)

2023/6/2

Cristina Menghini
Cristina Menghini

H-Index: 1

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

Proceedings of Machine Learning and Systems

2022/4/22

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

Advances in Neural Information Processing Systems

2022/12/6

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

Data Mining and Knowledge Discovery

2022/11

The Drift of# MyBodyMyChoice Discourse on Twitter

2022/6/26

Algorithms for fair k-clustering with multiple protected attributes

Operations Research Letters

2021/9/1

Repbublik: Reducing polarized bubble radius with link insertions

2021/3/8

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

2021 IEEE International Conference on Big Data (Big Data)

2021

Spectral Relaxations and Fair Densest Subgraphs

2020/10/19

See List of Professors in Cristina Menghini University(Sapienza Università di Roma)

Co-Authors

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