Lili Mou

Lili Mou

University of Alberta

H-index: 32

North America-Canada

About Lili Mou

Lili Mou, With an exceptional h-index of 32 and a recent h-index of 29 (since 2020), a distinguished researcher at University of Alberta, specializes in the field of Natural Language Processing, Machine Learning.

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

Ensemble Distillation for Unsupervised Constituency Parsing

Ensemble-Based Unsupervised Discontinuous Constituency Parsing by Tree Averaging

EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation

Flora: Low-Rank Adapters Are Secretly Gradient Compressors

Ginger: An Efficient Curvature Approximation with Linear Complexity for General Neural Networks

Zero-Shot Continuous Prompt Transfer: Generalizing Task Semantics Across Language Models

Weakly Supervised Reasoning by Neuro-Symbolic Approaches

An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation

Lili Mou Information

University

Position

Assistant Professor

Citations(all)

6646

Citations(since 2020)

5531

Cited By

3176

hIndex(all)

32

hIndex(since 2020)

29

i10Index(all)

53

i10Index(since 2020)

52

Email

University Profile Page

University of Alberta

Google Scholar

View Google Scholar Profile

Lili Mou Skills & Research Interests

Natural Language Processing

Machine Learning

Top articles of Lili Mou

Title

Journal

Author(s)

Publication Date

Ensemble Distillation for Unsupervised Constituency Parsing

ICLR

Behzad Shayegh

Yanshuai Cao

Xiaodan Zhu

Jackie CK Cheung

Lili Mou

2024/1/1

Ensemble-Based Unsupervised Discontinuous Constituency Parsing by Tree Averaging

arXiv preprint arXiv:2403.00143

Behzad Shayegh

Yuqiao Wen

Lili Mou

2024/2/29

EBBS: An Ensemble with Bi-Level Beam Search for Zero-Shot Machine Translation

arXiv preprint arXiv:2403.00144

Yuqiao Wen

Behzad Shayegh

Chenyang Huang

Yanshuai Cao

Lili Mou

2024/2/29

Flora: Low-Rank Adapters Are Secretly Gradient Compressors

arXiv preprint arXiv:2402.03293

Yongchang Hao

Yanshuai Cao

Lili Mou

2024/2/5

Ginger: An Efficient Curvature Approximation with Linear Complexity for General Neural Networks

arXiv preprint arXiv:2402.03295

Yongchang Hao

Yanshuai Cao

Lili Mou

2024/2/5

Zero-Shot Continuous Prompt Transfer: Generalizing Task Semantics Across Language Models

Zijun Wu

Yongkang Wu

Lili Mou

2024

Weakly Supervised Reasoning by Neuro-Symbolic Approaches

Xianggen Liu

Zhengdong Lu

Lili Mou

2023

An Equal-Size Hard EM Algorithm for Diverse Dialogue Generation

Yuqiao Wen

Yongchang Hao

Yanshuai Cao

Lili Mou

2023

Prompt-Based Editing for Text Style Transfer

Guoqing Luo

Yu Tong Han

Lili Mou

Mauajama Firdaus

2023/12

Weakly Supervised Explainable Phrasal Reasoning with Neural Fuzzy Logic

Zijun Wu

Atharva Naik

Zi Xuan Zhang

Lili Mou

2023

Multilingual Non-Autoregressive Machine Translation without Knowledge Distillation

Chenyang Huang

Fei Huang

Zaixiang Zheng

Osmar R Zaiane

Hao Zhou

...

2023/11

Unsupervised Chunking with Hierarchical RNN

arXiv preprint arXiv:2309.04919

Zijun Wu

Anup Anand Deshmukh

Yongkang Wu

Jimmy Lin

Lili Mou

2023/9/10

f-Divergence Minimization for Sequence-Level Knowledge Distillation

Yuqiao Wen

Zichao Li

Wenyu Du

Lili Mou

2023/7

Generalized Equivariance and Preferential Labeling for GNN Node Classification

Proceedings of the AAAI Conference on Artificial Intelligence

Zeyu Sun

Wenjie Zhang

Lili Mou

Qihao Zhu

Yingfei Xiong

...

2022/6/28

A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization

Puyuan Liu

Xiang Zhang

Lili Mou

2022/5/28

Non-Autoregressive Translation with Layer-Wise Prediction and Deep Supervision

Proceedings of the AAAI conference on artificial intelligence

Chenyang Huang

Hao Zhou

Osmar R Zaïane

Lili Mou

Lei Li

2022/6/28

Learning Non-Autoregressive Models from Search for Unsupervised Sentence Summarization

arXiv preprint arXiv:2205.14521

Puyuan Liu

Chenyang Huang

Lili Mou

2022/5/28

Search and Learn: Improving Semantic Coverage for Data-to-Text Generation

Shailza Jolly

Zi Xuan Zhang

Andreas Dengel

Lili Mou

2022

MBCT: Tree-Based Feature-Aware Binning for Individual Uncertainty Calibration

Siguang Huang

Yunli Wang

Lili Mou

Huayue Zhang

Han Zhu

...

2022/4/25

Search and learning for unsupervised text generation

AI Magazine

Lili Mou

2022/12/5

See List of Professors in Lili Mou University(University of Alberta)

Co-Authors

H-index: 71
Osmar Zaiane

Osmar Zaiane

University of Alberta

H-index: 62
Lu Zhang

Lu Zhang

Peking University

H-index: 51
Pascal Poupart

Pascal Poupart

University of Waterloo

H-index: 45
Zhi Jin

Zhi Jin

Peking University

H-index: 41
Yingfei Xiong

Yingfei Xiong

Peking University

H-index: 23
Olga Vechtomova

Olga Vechtomova

University of Waterloo

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