Hao Zhou

About Hao Zhou

Hao Zhou, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Tsinghua University, specializes in the field of Artificial Intelligence, Natural Language Processing.

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

Fed-FA: Theoretically modeling client data divergence for federated language backdoor defense

ReDial: Retrieve, Reorganize and Rescale Dialogue Corpus for Long-Turn Open-Domain Dialogue Pre-training

Decentralized Decoupled Training for Federated Long-Tailed Learning

Integrating local real data with global gradient prototypes for classifier re-balancing in federated long-tailed learning

On Large Language Models' Selection Bias in Multi-Choice Questions

Towards codable text watermarking for large language models

Multi-Source Probing for Open-Domain Conversational Understanding

Label words are anchors: An information flow perspective for understanding in-context learning

Hao Zhou Information

University

Position

___

Citations(all)

2064

Citations(since 2020)

1950

Cited By

786

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Hao Zhou Skills & Research Interests

Artificial Intelligence

Natural Language Processing

Top articles of Hao Zhou

Title

Journal

Author(s)

Publication Date

Fed-FA: Theoretically modeling client data divergence for federated language backdoor defense

Advances in Neural Information Processing Systems

Zhiyuan Zhang

Deli Chen

Hao Zhou

Fandong Meng

Jie Zhou

...

2024/2/13

ReDial: Retrieve, Reorganize and Rescale Dialogue Corpus for Long-Turn Open-Domain Dialogue Pre-training

arXiv preprint arXiv:2305.02606

Jiaxin Wen

Hao Zhou

Minlie Huang

2023/5/4

Decentralized Decoupled Training for Federated Long-Tailed Learning

Wenkai Yang

Deli Chen

Hao Zhou

Fandong Meng

Jie Zhou

...

2023/10/13

Integrating local real data with global gradient prototypes for classifier re-balancing in federated long-tailed learning

arXiv preprint arXiv:2301.10394

Wenkai Yang

Deli Chen

Hao Zhou

Fandong Meng

Jie Zhou

...

2023/1/25

On Large Language Models' Selection Bias in Multi-Choice Questions

arXiv preprint arXiv:2309.03882

Chujie Zheng

Hao Zhou

Fandong Meng

Jie Zhou

Minlie Huang

2023/9/7

Towards codable text watermarking for large language models

arXiv preprint arXiv:2307.15992

Lean Wang

Wenkai Yang

Deli Chen

Hao Zhou

Yankai Lin

...

2023/7/29

Multi-Source Probing for Open-Domain Conversational Understanding

Yuanxi Li

Hao Zhou

Jie Zhou

Minlie Huang

2023/12

Label words are anchors: An information flow perspective for understanding in-context learning

arXiv preprint arXiv:2305.14160

Lean Wang

Lei Li

Damai Dai

Deli Chen

Hao Zhou

...

2023/5/23

ReDial: Retrieve, Reorganize and Rescale Conversations for Long-Turn Open-Domain Dialogue Pre-training

Jiaxin Wen

Hao Zhou

Jian Guan

Jie Zhou

Minlie Huang

2023/12/1

Diffusion theory as a scalpel: Detecting and purifying poisonous dimensions in pre-trained language models caused by backdoor or bias

arXiv preprint arXiv:2305.04547

Zhiyuan Zhang

Deli Chen

Hao Zhou

Fandong Meng

Jie Zhou

...

2023/5/8

Recall: A benchmark for llms robustness against external counterfactual knowledge

arXiv preprint arXiv:2311.08147

Yi Liu

Lianzhe Huang

Shicheng Li

Sishuo Chen

Hao Zhou

...

2023/11/14

ROSE: Robust selective fine-tuning for pre-trained language models

arXiv preprint arXiv:2210.09658

Lan Jiang

Hao Zhou

Yankai Lin

Peng Li

Jie Zhou

...

2022/10/18

Manual-Guided Dialogue for Flexible Conversational Agents

arXiv preprint arXiv:2208.07597

Ryuichi Takanobu

Hao Zhou

Yankai Lin

Peng Li

Jie Zhou

...

2022/8/16

CTRLEval: An unsupervised reference-free metric for evaluating controlled text generation

ACL 2022

Pei Ke

Hao Zhou

Yankai Lin

Peng Li

Jie Zhou

...

2022/4/2

EARL: informative knowledge-grounded conversation generation with entity-agnostic representation learning

Hao Zhou

Minlie Huang

Yong Liu

Wei Chen

Xiaoyan Zhu

2021/11

On the safety of conversational models: Taxonomy, dataset, and benchmark

arXiv preprint arXiv:2110.08466

Hao Sun

Guangxuan Xu

Jiawen Deng

Jiale Cheng

Chujie Zheng

...

2021/10/16

Eva: An open-domain chinese dialogue system with large-scale generative pre-training

arXiv preprint arXiv:2108.01547

Hao Zhou

Pei Ke

Zheng Zhang

Yuxian Gu

Yinhe Zheng

...

2021/8/3

Augmenting topic aware knowledge-grounded conversations with dynamic built knowledge graphs

Junjie Wu

Hao Zhou

2021/6

CPM: A large-scale generative Chinese pre-trained language model

AI Open

Zhengyan Zhang

Xu Han

Hao Zhou

Pei Ke

Yuxian Gu

...

2021/1/1

KdConv: A Chinese multi-domain dialogue dataset towards multi-turn knowledge-driven conversation

arXiv preprint arXiv:2004.04100

Hao Zhou

Chujie Zheng

Kaili Huang

Minlie Huang

Xiaoyan Zhu

2020/4/8

See List of Professors in Hao Zhou University(Tsinghua University)

Co-Authors

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