r-GAT: Relational Graph Attention Network for Multi-Relational Graphs. - Meiqi Chen 001; Yuan Zhang 024; Xiaoyu Kou; Yuntao Li; Yan Zhang 004 (CoRR, 2021)

Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction. - Yubo Ma; Zehao Wang; Yixin Cao 002; Mukai Li; Meiqi Chen 001; Kun Wang; Jing Shao (ACL (1), 2022)

MMEKG: Multi-modal Event Knowledge Graph towards Universal Representation across Modalities. - Yubo Ma; Zehao Wang; Mukai Li; Yixin Cao 002; Meiqi Chen 001; Xinze Li; Wenqi Sun; Kunquan Deng; Kun Wang; Aixin Sun; Jing Shao (ACL (demo), 2022)

ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification. - Meiqi Chen 001; Yixin Cao 002; Kunquan Deng; Mukai Li; Kun Wang; Jing Shao; Yan Zhang 004 (COLING, 2022)

CHEER: Centrality-aware High-order Event Reasoning Network for Document-level Event Causality Identification. - Meiqi Chen 001; Yixin Cao 002; Yan Zhang 004; Zhiwei Liu (ACL (1), 2023)

Hierarchical Hypergraph Recurrent Attention Network for Temporal Knowledge Graph Reasoning. - Jiayan Guo; Meiqi Chen 001; Yan Zhang 004; Jianqiang Huang; Zhiwei Liu (ICASSP, 2023)

Learning To Teach Large Language Models Logical Reasoning. - Meiqi Chen 001; Yubo Ma; Kaitao Song; Yixin Cao 002; Yan Zhang 004; Dongsheng Li 002 (CoRR, 2023)

Improving Large Language Models in Event Relation Logical Prediction. - Meiqi Chen 001; Yubo Ma; Kaitao Song; Yixin Cao 002; Yan Zhang 004; Dongsheng Li 002 (ACL (1), 2024)

Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal Perspective. - Meiqi Chen 001; Yixin Cao 002; Yan Zhang 004; Chaochao Lu (EMNLP (Findings), 2024)

CELLO: Causal Evaluation of Large Vision-Language Models. - Meiqi Chen 001; Bo Peng; Yan Zhang 004; Chaochao Lu (EMNLP, 2024)

Navigating the Nuances: A Fine-grained Evaluation of Vision-Language Navigation. - Zehao Wang; Minye Wu; Yixin Cao 002; Yubo Ma; Meiqi Chen 001; Tinne Tuytelaars (EMNLP (Findings), 2024)

MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations. - Yubo Ma; Yuhang Zang; Liangyu Chen 005; Meiqi Chen 001; Yizhu Jiao; Xinze Li; Xinyuan Lu; Ziyu Liu; Yan Ma; Xiaoyi Dong; Pan Zhang 001; Liangming Pan; et al. (NeurIPS, 2024)

From GPT-4 to Gemini and Beyond: Assessing the Landscape of MLLMs on Generalizability, Trustworthiness and Causality through Four Modalities. - Chaochao Lu; Chen Qian 006; Guodong Zheng; Hongxing Fan; Hongzhi Gao; Jie Zhang 074; Jing Shao; Jingyi Deng; Jinlan Fu; Kexin Huang; Kunchang Li 002; Lijun Li; et al. (CoRR, 2024)

Causal Evaluation of Language Models. - Sirui Chen; Bo Peng; Meiqi Chen 001; Ruiqi Wang; Mengying Xu; Xingyu Zeng; Rui Zhao 001; Shengjie Zhao 001; Yu Qiao 001; Chaochao Lu (CoRR, 2024)

CRAT: A Multi-Agent Framework for Causality-Enhanced Reflective and Retrieval-Augmented Translation with Large Language Models. - Meiqi Chen 001; Fandong Meng; Yingxue Zhang 003; Yan Zhang 004; Jie Zhou 016 (CoRR, 2024)