Xiang Ren

Xiang Ren

University of Southern California

H-index: 61

North America-United States

About Xiang Ren

Xiang Ren, With an exceptional h-index of 61 and a recent h-index of 54 (since 2020), a distinguished researcher at University of Southern California, specializes in the field of Natural Language Processing, Commonsense Reasoning, Machine Learning, Information Extraction.

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

What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement

Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs

Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

Faith and fate: Limits of transformers on compositionality

CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting

Swiftsage: A generative agent with fast and slow thinking for complex interactive tasks

Logits of API-Protected LLMs Leak Proprietary Information

Minds versus Machines: Rethinking Entailment Verification with Language Models

Xiang Ren Information

University

Position

Assistant Professor of Computer Science

Citations(all)

16213

Citations(since 2020)

13904

Cited By

4810

hIndex(all)

61

hIndex(since 2020)

54

i10Index(all)

202

i10Index(since 2020)

187

Email

University Profile Page

Google Scholar

Xiang Ren Skills & Research Interests

Natural Language Processing

Commonsense Reasoning

Machine Learning

Information Extraction

Top articles of Xiang Ren

Title

Journal

Author(s)

Publication Date

What Will My Model Forget? Forecasting Forgotten Examples in Language Model Refinement

arXiv preprint arXiv:2402.01865

Xisen Jin

Xiang Ren

2024/2/2

Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs

arXiv preprint arXiv:2402.11442

Siyuan Wang

Zhongyu Wei

Yejin Choi

Xiang Ren

2024/2/18

Relying on the Unreliable: The Impact of Language Models' Reluctance to Express Uncertainty

arXiv preprint arXiv:2401.06730

Kaitlyn Zhou

Jena D Hwang

Xiang Ren

Maarten Sap

2024/1/12

Faith and fate: Limits of transformers on compositionality

Advances in Neural Information Processing Systems

Nouha Dziri

Ximing Lu

Melanie Sclar

Xiang Lorraine Li

Liwei Jiang

...

2024/2/13

CULTURE-GEN: Revealing Global Cultural Perception in Language Models through Natural Language Prompting

arXiv preprint arXiv:2404.10199

Huihan Li

Liwei Jiang

Nouha Dziri

Xiang Ren

Yejin Choi

2024/4/16

Swiftsage: A generative agent with fast and slow thinking for complex interactive tasks

Advances in Neural Information Processing Systems

Bill Yuchen Lin

Yicheng Fu

Karina Yang

Faeze Brahman

Shiyu Huang

...

2024/2/13

Logits of API-Protected LLMs Leak Proprietary Information

arXiv preprint arXiv:2403.09539

Matthew Finlayson

Swabha Swayamdipta

Xiang Ren

2024/3/14

Minds versus Machines: Rethinking Entailment Verification with Language Models

arXiv preprint arXiv:2402.03686

Soumya Sanyal

Tianyi Xiao

Jiacheng Liu

Wenya Wang

Xiang Ren

2024/2/6

Self-discover: Large language models self-compose reasoning structures

arXiv preprint arXiv:2402.03620

Pei Zhou

Jay Pujara

Xiang Ren

Xinyun Chen

Heng-Tze Cheng

...

2024/2/6

WinoViz: Probing Visual Properties of Objects Under Different States

arXiv preprint arXiv:2402.13584

Woojeong Jin

Tejas Srinivasan

Jesse Thomason

Xiang Ren

2024/2/21

Scott: Self-consistent chain-of-thought distillation

arXiv preprint arXiv:2305.01879

Peifeng Wang

Zhengyang Wang

Zheng Li

Yifan Gao

Bing Yin

...

2023/5/3

Grill: Grounded vision-language pre-training via aligning text and image regions

arXiv preprint arXiv:2305.14676

Woojeong Jin

Subhabrata Mukherjee

Yu Cheng

Yelong Shen

Weizhu Chen

...

2023/5/24

Symbolic chain-of-thought distillation: Small models can also" think" step-by-step

arXiv preprint arXiv:2306.14050

Liunian Harold Li

Jack Hessel

Youngjae Yu

Xiang Ren

Kai-Wei Chang

...

2023/6/24

Virtual prompt injection for instruction-tuned large language models

arXiv preprint arXiv:2307.16888

Jun Yan

Vikas Yadav

Shiyang Li

Lichang Chen

Zheng Tang

...

2023/7/31

In Search of the Long-Tail: Systematic Generation of Long-Tail Knowledge via Logical Rule Guided Search

arXiv preprint arXiv:2311.07237

Huihan Li

Yuting Ning

Zeyi Liao

Siyuan Wang

Xiang Lorraine Li

...

2023/11/13

PlaSma: Procedural Knowledge Models for Language-based Planning and Re-Planning

Faeze Brahman

Chandra Bhagavatula

Valentina Pyatkin

Jena D Hwang

Xiang Lorraine Li

...

2023/10/13

Impact of extreme weather events on circulatory system disease mortality in Changsha city: 2015–2019

Chinese Journal of Public Health

Wentao KUANG

Jin ZHAO

Han NI

Piaoyi LUO

Haoyun DAI

...

2023

: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning

arXiv preprint arXiv:2305.19472

Faeze Brahman

Chandra Bhagavatula

Valentina Pyatkin

Jena D Hwang

Xiang Lorraine Li

...

2023/5

How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench

arXiv preprint arXiv:2305.14947

Qinyuan Ye

Harvey Yiyun Fu

Xiang Ren

Robin Jia

2023/5/24

Llm-blender: Ensembling large language models with pairwise ranking and generative fusion

arXiv preprint arXiv:2306.02561

Dongfu Jiang

Xiang Ren

Bill Yuchen Lin

2023/6/5

See List of Professors in Xiang Ren University(University of Southern California)

Co-Authors

academic-engine