Zhou Yu

Zhou Yu

Columbia University in the City of New York

H-index: 39

North America-United States

About Zhou Yu

Zhou Yu, With an exceptional h-index of 39 and a recent h-index of 37 (since 2020), a distinguished researcher at Columbia University in the City of New York, specializes in the field of Dialog Systems, Multimodal Analysis, Speech and Natural Language Processing, Artificial Intelligence.

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

ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning

LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems

Effective unsupervised constrained text generation based on perturbed masking

ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution

Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models

Dialoging Resonance in Human-Chatbot Conversation: How Users Perceive and Reciprocate Recommendation Chatbot's Self-Disclosure Strategy

Parallel Structures in Pre-training Data Yield In-Context Learning

Using Adaptive Empathetic Responses for Teaching English

Zhou Yu Information

University

Position

___

Citations(all)

5453

Citations(since 2020)

5072

Cited By

1308

hIndex(all)

39

hIndex(since 2020)

37

i10Index(all)

96

i10Index(since 2020)

92

Email

University Profile Page

Columbia University in the City of New York

Google Scholar

View Google Scholar Profile

Zhou Yu Skills & Research Interests

Dialog Systems

Multimodal Analysis

Speech and Natural Language Processing

Artificial Intelligence

Top articles of Zhou Yu

Title

Journal

Author(s)

Publication Date

ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning

arXiv preprint arXiv:2401.16349

Xiao Yu

Jinzhong Zhang

Zhou Yu

2024/1/29

LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems

arXiv preprint arXiv:2403.00982

Xiao Yu

Yunan Lu

Zhou Yu

2024/3/1

Effective unsupervised constrained text generation based on perturbed masking

arXiv preprint arXiv:2404.15877

Yingwen Fu

Wenjie Ou

Zhou Yu

Yue Lin

2024/4/24

ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution

arXiv preprint arXiv:2401.11356

Xuanming Zhang

Zixun Chen

Zhou Yu

2024/1/21

Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models

arXiv preprint arXiv:2403.00794

Zachary Horvitz

Jingru Chen

Rahul Aditya

Harshvardhan Srivastava

Robert West

...

2024/2/23

Dialoging Resonance in Human-Chatbot Conversation: How Users Perceive and Reciprocate Recommendation Chatbot's Self-Disclosure Strategy

Proceedings of the ACM on Human-Computer Interaction

Kai-Hui Liang

Weiyan Shi

Yoo Jung Oh

Hao-Chuan Wang

Jingwen Zhang

...

2024/4/23

Parallel Structures in Pre-training Data Yield In-Context Learning

arXiv preprint arXiv:2402.12530

Yanda Chen

Chen Zhao

Zhou Yu

Kathleen McKeown

He He

2024/2/19

Using Adaptive Empathetic Responses for Teaching English

arXiv preprint arXiv:2404.13764

Li Siyan

Teresa Shao

Zhou Yu

Julia Hirschberg

2024/4/21

The Mirrored Influence Hypothesis: Efficient Data Influence Estimation by Harnessing Forward Passes

arXiv preprint arXiv:2402.08922

Myeongseob Ko

Feiyang Kang

Weiyan Shi

Ming Jin

Zhou Yu

...

2024/2/14

ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer

Proceedings of the AAAI Conference on Artificial Intelligence

Zachary Horvitz

Ajay Patel

Chris Callison-Burch

Zhou Yu

Kathleen McKeown

2024/3/24

State Value Generation with Prompt Learning and Self-Training for Low-Resource Dialogue State Tracking

arXiv preprint arXiv:2401.16862

Ming Gu

Yan Yang

Chengcai Chen

Zhou Yu

2024/1/30

AttentionStore: Cost-effective Attention Reuse across Multi-turn Conversations in Large Language Model Serving

arXiv preprint arXiv:2403.19708

Bin Gao

Zhuomin He

Puru Sharma

Qingxuan Kang

Djordje Jevdjic

...

2024/3/23

MIGA: a unified multi-task generation framework for conversational text-to-SQL

Proceedings of the AAAI Conference on Artificial Intelligence

Yingwen Fu

Wenjie Ou

Zhou Yu

Yue Lin

2023/6/26

Towards next-generation intelligent assistants leveraging llm techniques

Xin Luna Dong

Seungwhan Moon

Yifan Ethan Xu

Kshitiz Malik

Zhou Yu

2023/8/6

Teaching Language Models to Self-Improve through Interactive Demonstrations

arXiv preprint arXiv:2310.13522

Xiao Yu

Baolin Peng

Michel Galley

Jianfeng Gao

Zhou Yu

2023/10/20

Pre-finetuning for few-shot emotional speech recognition

arXiv preprint arXiv:2302.12921

Maximillian Chen

Zhou Yu

2023/2/24

AI Safety Subproblems for Software Engineering Researchers

arXiv preprint arXiv:2304.14597

David Gros

Prem Devanbu

Zhou Yu

2023/4/28

IdEALS: Idiomatic Expressions for Advancement of Language Skills

arXiv preprint arXiv:2305.13637

Narutatsu Ri

Bill Sun

Sam Davidson

Zhou Yu

2023/5/23

What is a good question? Task-oriented asking with fact-level masking

arXiv preprint arXiv:2310.11571

Matthew Toles

Yukun Huang

Zhou Yu

Luis Gravano

2023/10/17

Dialogstudio: Towards richest and most diverse unified dataset collection for conversational ai

arXiv preprint arXiv:2307.10172

Jianguo Zhang

Kun Qian

Zhiwei Liu

Shelby Heinecke

Rui Meng

...

2023/7/19

See List of Professors in Zhou Yu University(Columbia University in the City of New York)

Co-Authors

H-index: 89
Louis-Philippe Morency

Louis-Philippe Morency

Carnegie Mellon University

H-index: 82
Xiaofei He

Xiaofei He

Zhejiang University

H-index: 78
Alan W Black

Alan W Black

Carnegie Mellon University

H-index: 70
Justine Cassell

Justine Cassell

Carnegie Mellon University

H-index: 52
Alexander Rudnicky

Alexander Rudnicky

Carnegie Mellon University

H-index: 26
Luis Fernando D'Haro

Luis Fernando D'Haro

Universidad Politécnica de Madrid

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