Li Zhou

According to our database, Li Zhou authored at least 32 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Do We Really Need GNNs with Explicit Structural Modeling? MLPs Suffice for Language Model Representations.

Li Zhou, Hao Jiang, Junjie Li, Zefeng Zhao, Feng Jiang, Wenyu Chen, Haizhou Li

CoRR, June, 2025

Hanfu-Bench: A Multimodal Benchmark on Cross-Temporal Cultural Understanding and Transcreation.

Li Zhou, Lutong Yu, Dongchu Xie, Shaohuan Cheng, Wenyan Li, Haizhou Li

CoRR, June, 2025

From Word to World: Evaluate and Mitigate Culture Bias via Word Association Test.

Xunlian Dai, Li Zhou, Benyou Wang, Haizhou Li

CoRR, May, 2025

Large Language Models Penetration in Scholarly Writing and Peer Review.

Li Zhou, Ruijie Zhang, Xunlian Dai, Daniel Hershcovich, Haizhou Li

CoRR, February, 2025

RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions.

Wanlong Liu, Junying Chen, Ke Ji, Li Zhou, Wenyu Chen, Benyou Wang

CoRR, January, 2025

Document-level relation extraction with structural encoding and entity-pair-level information interaction.

Wanlong Liu, Yichen Xiao, Shaohuan Cheng, Dingyi Zeng, Li Zhou, Weishan Kong, Malu Zhang, Wenyu Chen

Expert Syst. Appl., 2025

Beyond Binary: Towards Fine-Grained LLM-Generated Text Detection via Role Recognition and Involvement Measurement.

Zihao Cheng, Li Zhou, Feng Jiang, Benyou Wang, Haizhou Li

Proceedings of the ACM on Web Conference 2025, 2025

Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge.

Li Zhou, Taelin Karidi, Wanlong Liu, Nicolas Garneau, Yong Cao, Wenyu Chen, Haizhou Li, Daniel Hershcovich

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Enhancing Document-Level Relation Extraction through Entity-Pair-Level Interaction Modeling.

Wanlong Liu, Dingyi Zeng, Li Zhou, Yichen Xiao, Malu Zhang, Wenyu Chen

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

A Compressive Memory-based Retrieval Approach for Event Argument Extraction.

Wanlong Liu, Enqi Zhang, Shaohuan Cheng, Dingyi Zeng, Li Zhou, Chen Zhang, Malu Zhang, Wenyu Chen

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Know You First and Be You Better: Modeling Human-Like User Simulators via Implicit Profiles.

Kuang Wang, Xianfei Li, Shenghao Yang, Li Zhou, Feng Jiang, Haizhou Li

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Dynamic training for handling textual label noise.

Shaohuan Cheng, Wenyu Chen, Wanlong Liu, Li Zhou, Honglin Zhao, Weishan Kong, Hong Qu, Mingsheng Fu

Appl. Intell., November, 2024

CreoleVal: Multilingual Multitask Benchmarks for Creoles.

Heather C. Lent, Kushal Tatariya, Raj Dabre, Yiyi Chen, Marcell Fekete, Esther Ploeger, Li Zhou, Ruth-Ann Armstrong, Abee Eijansantos, Catriona Malau, Hans Erik Heje, Ernests Lavrinovics, Diptesh Kanojia, Paul Belony, Marcel Bollmann, Loïc Grobol, Miryam de Lhoneux, Daniel Hershcovich, Michel DeGraff, Anders Søgaard, Johannes Bjerva

Trans. Assoc. Comput. Linguistics, 2024

Cultural Adaptation of Recipes.

Yong Cao, Yova Kementchedjhieva, Ruixiang Cui, Antonia Karamolegkou, Li Zhou, Megan Dare, Lucia Donatelli, Daniel Hershcovich

Trans. Assoc. Comput. Linguistics, 2024

Does Mapo Tofu Contain Coffee? Probing LLMs for Food-related Cultural Knowledge.

Li Zhou, Taelin Karidi, Nicolas Garneau, Yong Cao, Wanlong Liu, Wenyu Chen, Daniel Hershcovich

CoRR, 2024

MLPs Compass: What is Learned When MLPs are Combined with PLMs?

Li Zhou, Wenyu Chen, Yong Cao, Dingyi Zeng, Wanlong Liu, Hong Qu

Proceedings of the IEEE International Conference on Acoustics, 2024

FoodieQA: A Multimodal Dataset for Fine-Grained Understanding of Chinese Food Culture.

Wenyan Li, Xinyu Zhang, Jiaang Li, Qiwei Peng, Raphael Tang, Li Zhou, Weijia Zhang, Guimin Hu, Yifei Yuan, Anders Søgaard, Daniel Hershcovich, Desmond Elliott

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Beyond Single-Event Extraction: Towards Efficient Document-Level Multi-Event Argument Extraction.

Wanlong Liu, Li Zhou, Dingyi Zeng, Yichen Xiao, Shaohuan Cheng, Chen Zhang, Grandee Lee, Malu Zhang, Wenyu Chen

Proceedings of the Findings of the Association for Computational Linguistics, 2024

2023

DPGNN: Dual-perception graph neural network for representation learning.

Li Zhou, Wenyu Chen, Dingyi Zeng, Shaohuan Cheng, Wanlong Liu, Malu Zhang, Hong Qu

Knowl. Based Syst., 2023

CreoleVal: Multilingual Multitask Benchmarks for Creoles.

Heather C. Lent, Kushal Tatariya, Raj Dabre, Yiyi Chen, Marcell Fekete, Esther Ploeger, Li Zhou, Hans Erik Heje, Diptesh Kanojia, Paul Belony, Marcel Bollmann, Loïc Grobol, Miryam de Lhoneux, Daniel Hershcovich, Michel DeGraff, Anders Søgaard, Johannes Bjerva

CoRR, 2023

Revisiting Graph Meaning Representations through Decoupling Contextual Representation Learning and Structural Information Propagation.

Li Zhou, Wenyu Chen, Dingyi Zeng, Hong Qu, Daniel Hershcovich

CoRR, 2023

CARLG: Leveraging Contextual Clues and Role Correlations for Improving Document-level Event Argument Extraction.

Wanlong Liu, Wenyu Chen, Dingyi Zeng, Li Zhou, Hong Qu

CoRR, 2023

Cross-Cultural Transfer Learning for Chinese Offensive Language Detection.

Li Zhou, Laura Cabello, Yong Cao, Daniel Hershcovich

CoRR, 2023

Assessing Cross-Cultural Alignment between ChatGPT and Human Societies: An Empirical Study.

Yong Cao, Li Zhou, Seolhwa Lee, Laura Cabello, Min Chen, Daniel Hershcovich

CoRR, 2023

Rethinking Random Walk in Graph Representation Learning.

Dingyi Zeng, Wenyu Chen, Wanlong Liu, Li Zhou, Hong Qu

Proceedings of the IEEE International Conference on Acoustics, 2023

Cultural Compass: Predicting Transfer Learning Success in Offensive Language Detection with Cultural Features.

Li Zhou, Antonia Karamolegkou, Wenyu Chen, Daniel Hershcovich

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Copyright Violations and Large Language Models.

Antonia Karamolegkou, Jiaang Li, Li Zhou, Anders Søgaard

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Substructure Aware Graph Neural Networks.

Dingyi Zeng, Wanlong Liu, Wenyu Chen, Li Zhou, Malu Zhang, Hong Qu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Document-Level Relation Extraction with Structure Enhanced Transformer Encoder.

Wanlong Liu, Li Zhou, Dingyi Zeng, Hong Qu

Proceedings of the International Joint Conference on Neural Networks, 2022

A Simple Graph Neural Network via Layer Sniffer.

Dingyi Zeng, Li Zhou, Wanlong Liu, Hong Qu, Wenyu Chen

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

A Dual-Perception Graph Neural Network with Multi-hop Graph Generator.

Li Zhou, Wenyu Chen, Dingyi Zeng, Shaohuan Cheng, Wanlong Liu, Hong Qu

CoRR, 2021

2020

A Weighted GCN with Logical Adjacency Matrix for Relation Extraction.

Li Zhou, Tingyu Wang, Hong Qu, Li Huang, Yuguo Liu

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020