Yuxi Xie

About Yuxi Xie

Yuxi Xie, With an exceptional h-index of 5 and a recent h-index of 5 (since 2020), a distinguished researcher at National University of Singapore, specializes in the field of natural language generation, commonsense, multimodality.

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

Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning

Self-evaluation guided beam search for reasoning

Prompt optimization via adversarial in-context learning

InstructCoder: Empowering Language Models to Edit Code

ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning

Automatic model selection with large language models for reasoning

Canvasemb: Learning layout representation with large-scale pre-training for graphic design

Exploring Question-Specific Rewards for Generating Deep Questions

Yuxi Xie Information

University

Position

___

Citations(all)

152

Citations(since 2020)

152

Cited By

11

hIndex(all)

5

hIndex(since 2020)

5

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Yuxi Xie Skills & Research Interests

natural language generation

commonsense

multimodality

Top articles of Yuxi Xie

Monte Carlo Tree Search Boosts Reasoning via Iterative Preference Learning

arXiv preprint arXiv:2405.00451

2024/5/1

Self-evaluation guided beam search for reasoning

Advances in Neural Information Processing Systems

2024/2/13

Prompt optimization via adversarial in-context learning

arXiv preprint arXiv:2312.02614

2023/12/5

InstructCoder: Empowering Language Models to Edit Code

2023/12/1

ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning

2023/12/1

Yuxi Xie
Yuxi Xie

H-Index: 1

Automatic model selection with large language models for reasoning

arXiv preprint arXiv:2305.14333

2023/5/23

Canvasemb: Learning layout representation with large-scale pre-training for graphic design

2021/10/17

Yuxi Xie
Yuxi Xie

H-Index: 1

Danqing Huang
Danqing Huang

H-Index: 13

Exploring Question-Specific Rewards for Generating Deep Questions

arXiv preprint arXiv:2011.01102

2020/11/2

Semantic Graphs for Generating Deep Questions

arXiv preprint arXiv:2004.12704

2020/4/27

See List of Professors in Yuxi Xie University(National University of Singapore)

Co-Authors

academic-engine