Soroush Vosoughi

Soroush Vosoughi

Massachusetts Institute of Technology

H-index: 26

North America-United States

About Soroush Vosoughi

Soroush Vosoughi, With an exceptional h-index of 26 and a recent h-index of 23 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Natural Language Processing, Machine Learning, Computational Social Science, Bioinformatics, Graph Representation Learning.

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

Training Socially Aligned Language Models in Simulated Human Society

Enhancing Network Role Modeling: Introducing Attributed Multiplex Structural Role Embedding for Complex Networks

Aligning Relational Learning with Lipschitz Fairness

Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts

Evaluating native-like structures of RNA-protein complexes through the deep learning method

Joint Latent Topic Discovery and Expectation Modeling for Financial Markets

Language models are multilingual chain-of-thought reasoners

Training socially aligned language models on simulated social interactions

Soroush Vosoughi Information

University

Position

Assistant Professor of Computer Science Dartmouth. Former Postdoc/PhD . Former fellow Harvard

Citations(all)

10863

Citations(since 2020)

9874

Cited By

3997

hIndex(all)

26

hIndex(since 2020)

23

i10Index(all)

48

i10Index(since 2020)

40

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Soroush Vosoughi Skills & Research Interests

Natural Language Processing

Machine Learning

Computational Social Science

Bioinformatics

Graph Representation Learning

Top articles of Soroush Vosoughi

Title

Journal

Author(s)

Publication Date

Training Socially Aligned Language Models in Simulated Human Society

arXiv preprint arXiv:2305.16960

Ruibo Liu

Ruixin Yang

Chenyan Jia

Ge Zhang

Denny Zhou

...

2023/5/26

Enhancing Network Role Modeling: Introducing Attributed Multiplex Structural Role Embedding for Complex Networks

Lili Wang

Chenghan Huang

Ruiye Yao

Chongyang Gao

Weicheng Ma

...

2024/4/25

Aligning Relational Learning with Lipschitz Fairness

Yaning Jia

Chunhui Zhang

Soroush Vosoughi

2024

Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts

arXiv preprint arXiv:2402.10554

Xiaobo Guo

Soroush Vosoughi

2024

Evaluating native-like structures of RNA-protein complexes through the deep learning method

Nature Communications

Chengwei Zeng

Yiren Jian

Soroush Vosoughi

Chen Zeng

Yunjie Zhao

2023/2/24

Joint Latent Topic Discovery and Expectation Modeling for Financial Markets

Lili Wang

Chenghan Huang

Chongyang Gao

Weicheng Ma

Soroush Vosoughi

2023/5/25

Language models are multilingual chain-of-thought reasoners

ICLR

Freda Shi

Mirac Suzgun

Markus Freitag

Xuezhi Wang

Suraj Srivats

...

2023

Training socially aligned language models on simulated social interactions

Ruibo Liu

Ruixin Yang

Chenyan Jia

Ge Zhang

Diyi Yang

...

2023/10/13

Knowledge from Large-Scale Protein Contact Prediction Models Can Be Transferred to the Data-Scarce RNA Contact Prediction Task

arXiv preprint arXiv:2302.06120

Yiren Jian

Chongyang Gao

Chen Zeng

Yunjie Zhao

Soroush Vosoughi

2023/2/13

Towards Sentence Level Inference Attack Against Pre-trained Language Models

Proceedings on Privacy Enhancing Technologies

Kang Gu

Ehsanul Kabir

Neha Ramsurrun

Soroush Vosoughi

Shagufta Mehnaz

2023

Hyperbolic Node Structural Role Embedding

Lili Wang

Chenghan Huang

Weicheng Ma

Zhongyang Li

Soroush Vosoughi

2023/12/4

Intersectional Stereotypes in Large Language Models: Dataset and Analysis

Weicheng Ma

Brian Chiang

Tong Wu

Lili Wang

Soroush Vosoughi

2023/12/1

Bootstrapping Vision-Language Learning with Decoupled Language Pre-training

Advances in Neural Information Processing Systems

Yiren Jian

Chongyang Gao

Soroush Vosoughi

2024/2/13

Obesity-Related Discourse on Facebook and Instagram Throughout the COVID-19 Pandemic: Comparative Longitudinal Evaluation

JMIR infodemiology

Catherine Pollack

Diane Gilbert-Diamond

Tracy Onega

Soroush Vosoughi

A James O'Malley

...

2023

Homology detection using a protein secondary structure-based large language model

bioRxiv

Roman Kogay

Weicheng Ma

Jad Bousselham

Zechen Yang

Daniel Rockmore

...

2023

Length Does Matter: Summary Length can Bias Summarization Metrics

Xiaobo Guo

Soroush Vosoughi

2023/12

Improving Syntactic Probing Correctness and Robustness with Control Tasks

Weicheng Ma

Brian Wang

Hefan Zhang

Lili Wang

Rolando Coto-Solano

...

2023/7

Graph-Level Embedding for Time-Evolving Graphs

Lili Wang

Chenghan Huang

Xinyuan Cao

Weicheng Ma

Soroush Vosoughi

2023/4/30

Improving Representation Learning for Histopathologic Images with Cluster Constraints

Weiyi Wu

Chongyang Gao

Joseph DiPalma

Soroush Vosoughi

Saeed Hassanpour

2023

SimVLG: Simple and Efficient Pretraining of Visual Language Generative Models

arXiv preprint arXiv:2310.03291

Yiren Jian

Tingkai Liu

Yunzhe Tao

Soroush Vosoughi

Hongxia Yang

2023/10/5

See List of Professors in Soroush Vosoughi University(Massachusetts Institute of Technology)

Co-Authors

H-index: 51
Deb Roy

Deb Roy

Massachusetts Institute of Technology

H-index: 44
Teruko Mitamura

Teruko Mitamura

Carnegie Mellon University

H-index: 40
Sinan Aral

Sinan Aral

Massachusetts Institute of Technology

H-index: 15
Brandon C. Roy

Brandon C. Roy

Massachusetts Institute of Technology

H-index: 15
Ruibo Liu

Ruibo Liu

Dartmouth College

H-index: 14
Varun Gangal

Varun Gangal

Carnegie Mellon University

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