Xiaochuang Han

Xiaochuang Han

Carnegie Mellon University

H-index: 13

North America-United States

About Xiaochuang Han

Xiaochuang Han, With an exceptional h-index of 13 and a recent h-index of 13 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Natural Language Processing.

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

Can language models solve graph problems in natural language?

Tuning language models by proxy

On the zero-shot generalization of machine-generated text detectors

In-Context Alignment: Chat with Vanilla Language Models Before Fine-Tuning

Understanding in-context learning via supportive pretraining data

Ssd-2: Scaling and inference-time fusion of diffusion language models

Trusting your evidence: Hallucinate less with context-aware decoding

What Constitutes a Faithful Summary? Preserving Author Perspectives in News Summarization

Xiaochuang Han Information

University

Position

___

Citations(all)

687

Citations(since 2020)

683

Cited By

123

hIndex(all)

13

hIndex(since 2020)

13

i10Index(all)

13

i10Index(since 2020)

13

Email

University Profile Page

Carnegie Mellon University

Google Scholar

View Google Scholar Profile

Xiaochuang Han Skills & Research Interests

Natural Language Processing

Top articles of Xiaochuang Han

Title

Journal

Author(s)

Publication Date

Can language models solve graph problems in natural language?

Advances in Neural Information Processing Systems

Heng Wang

Shangbin Feng

Tianxing He

Zhaoxuan Tan

Xiaochuang Han

...

2024/2/13

Tuning language models by proxy

arXiv preprint arXiv:2401.08565

Alisa Liu

Xiaochuang Han

Yizhong Wang

Yulia Tsvetkov

Yejin Choi

...

2024/1/16

On the zero-shot generalization of machine-generated text detectors

arXiv preprint arXiv:2310.05165

Xiao Pu

Jingyu Zhang

Xiaochuang Han

Yulia Tsvetkov

Tianxing He

2023/10/8

In-Context Alignment: Chat with Vanilla Language Models Before Fine-Tuning

arXiv preprint arXiv:2308.04275

Xiaochuang Han

2023/8/8

Understanding in-context learning via supportive pretraining data

arXiv preprint arXiv:2306.15091

Xiaochuang Han

Daniel Simig

Todor Mihaylov

Yulia Tsvetkov

Asli Celikyilmaz

...

2023/6/26

Ssd-2: Scaling and inference-time fusion of diffusion language models

arXiv preprint arXiv:2305.14771

Xiaochuang Han

Sachin Kumar

Yulia Tsvetkov

Marjan Ghazvininejad

2023/5/24

Trusting your evidence: Hallucinate less with context-aware decoding

arXiv preprint arXiv:2305.14739

Weijia Shi

Xiaochuang Han

Mike Lewis

Yulia Tsvetkov

Luke Zettlemoyer

...

2023/5/24

What Constitutes a Faithful Summary? Preserving Author Perspectives in News Summarization

arXiv preprint arXiv:2311.09741

Yuhan Liu

Shangbin Feng

Xiaochuang Han

Vidhisha Balachandran

Chan Young Park

...

2023/11/16

Toward Human Readable Prompt Tuning: Kubrick's The Shining is a good movie, and a good prompt too?

arXiv preprint arXiv:2212.10539

Weijia Shi

Xiaochuang Han

Hila Gonen

Ari Holtzman

Yulia Tsvetkov

...

2022/12/20

Ssd-lm: Semi-autoregressive simplex-based diffusion language model for text generation and modular control

arXiv preprint arXiv:2210.17432

Xiaochuang Han

Sachin Kumar

Yulia Tsvetkov

2022/10/31

ORCA: Interpreting Prompted Language Models via Locating Supporting Evidence in the Ocean of Pretraining Data

arXiv preprint arXiv:2205.12600

Xiaochuang Han

Yulia Tsvetkov

2022/5/25

Influence tuning: Demoting spurious correlations via instance attribution and instance-driven updates

arXiv preprint arXiv:2110.03212

Xiaochuang Han

Yulia Tsvetkov

2021/10/7

Explaining black box predictions and unveiling data artifacts through influence functions

arXiv preprint arXiv:2005.06676

Xiaochuang Han

Byron C Wallace

Yulia Tsvetkov

2020/5/14

Fortifying toxic speech detectors against veiled toxicity

arXiv preprint arXiv:2010.03154

Xiaochuang Han

Yulia Tsvetkov

2020/10/7

See List of Professors in Xiaochuang Han University(Carnegie Mellon University)

Co-Authors

H-index: 51
Byron Wallace

Byron Wallace

Northeastern University

H-index: 40
Yulia Tsvetkov

Yulia Tsvetkov

Carnegie Mellon University

H-index: 10
Umashanthi Pavalanathan

Umashanthi Pavalanathan

Georgia Institute of Technology

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