Zaixiang Zheng

About Zaixiang Zheng

Zaixiang Zheng, With an exceptional h-index of 11 and a recent h-index of 11 (since 2020), a distinguished researcher at Nanjing University, specializes in the field of NLP, AI4Science.

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

Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization

Diffusion Language Models Are Versatile Protein Learners

Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation

Diffusion language models can perform many tasks with scaling and instruction-finetuning

Deep Equilibrium Non-Autoregressive Sequence Learning

DINOISER: Diffused Conditional Sequence Learning by Manipulating Noises

Structure-informed language models are protein designers

Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators

Zaixiang Zheng Information

University

Position

___

Citations(all)

437

Citations(since 2020)

417

Cited By

113

hIndex(all)

11

hIndex(since 2020)

11

i10Index(all)

12

i10Index(since 2020)

12

Email

University Profile Page

Google Scholar

Zaixiang Zheng Skills & Research Interests

NLP

AI4Science

Top articles of Zaixiang Zheng

Antigen-Specific Antibody Design via Direct Energy-based Preference Optimization

arXiv preprint arXiv:2403.16576

2024/3/25

Diffusion Language Models Are Versatile Protein Learners

arXiv preprint arXiv:2402.18567

2024/2/28

Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation

2023/11

Diffusion language models can perform many tasks with scaling and instruction-finetuning

arXiv preprint arXiv:2308.12219

2023/8/23

Deep Equilibrium Non-Autoregressive Sequence Learning

2023/7

Zaixiang Zheng
Zaixiang Zheng

H-Index: 6

Yi Zhou
Yi Zhou

H-Index: 36

Hao Zhou
Hao Zhou

H-Index: 1

DINOISER: Diffused Conditional Sequence Learning by Manipulating Noises

arXiv preprint arXiv:2302.10025

2023/2/20

Zaixiang Zheng
Zaixiang Zheng

H-Index: 6

Yu Bao
Yu Bao

H-Index: 1

Structure-informed language models are protein designers

2023/7/3

Helping the Weak Makes You Strong: Simple Multi-Task Learning Improves Non-Autoregressive Translators

EMNLP 2022

2022/11/11

Zaixiang Zheng
Zaixiang Zheng

H-Index: 6

Shujian Huang
Shujian Huang

H-Index: 16

LAFT: Cross-lingual Transfer for Text Generation by Language-Agnostic Finetuning

2022/7

Zaixiang Zheng
Zaixiang Zheng

H-Index: 6

Hao Zhou
Hao Zhou

H-Index: 1

Yong Yu
Yong Yu

H-Index: 11

The volctrans glat system: Non-autoregressive translation meets wmt21

arXiv preprint arXiv:2109.11247

2021/9/23

Directqe: Direct pretraining for machine translation quality estimation

AAAI 2021

2021/5/18

Duplex Sequence-to-Sequence Learning for Reversible Machine Translation

NeurIPS 2021

2021/5/7

Vocabulary learning via optimal transport for neural machine translation

ACL 2021 (best paper award)

2020/12/31

Improving self-attention networks with sequential relations

IEEE/ACM Transactions on Audio, Speech, and Language Processing

2020/5/22

RPD: A Distance Function Between Word Embeddings

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics: Student Research Workshop

2020/5/16

Towards Making the Most of Context in Neural Machine Translation

IJCAI-PRICAI 2020

2020/2/19

See List of Professors in Zaixiang Zheng University(Nanjing University)

Co-Authors

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