Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study. - Mingxu Tao; Yansong Feng 002; Dongyan Zhao 001 (ICLR, 2023)

A Frustratingly Easy Improvement for Position Embeddings via Random Padding. - Mingxu Tao; Yansong Feng 002; Dongyan Zhao 001 (NLPCC (2), 2023)

Lawyer LLaMA Technical Report. - Quzhe Huang; Mingxu Tao; Zhenwei An; Chen Zhang 019; Cong Jiang; Zhibin Chen; Zirui Wu; Yansong Feng 002 (CoRR, 2023)

MC^2: A Multilingual Corpus of Minority Languages in China. - Chen Zhang 019; Mingxu Tao; Quzhe Huang; Jiuheng Lin; Zhibin Chen; Yansong Feng 002 (CoRR, 2023)

Harder Task Needs More Experts: Dynamic Routing in MoE Models. - Quzhe Huang; Zhenwei An; Nan Zhuang; Mingxu Tao; Chen Zhang 019; Yang Jin; Kun Xu 005; Liwei Chen; Songfang Huang; Yansong Feng 002 (ACL (1), 2024)

MC²: Towards Transparent and Culturally-Aware NLP for Minority Languages in China. - Chen Zhang 019; Mingxu Tao; Quzhe Huang; Jiuheng Lin; Zhibin Chen; Yansong Feng 002 (ACL (1), 2024)

Probing Multimodal Large Language Models for Global and Local Semantic Representations. - Mingxu Tao; Quzhe Huang; Kun Xu 005; Liwei Chen; Yansong Feng 002; Dongyan Zhao 001 (LREC/COLING, 2024)

Unlocking the Potential of Model Merging for Low-Resource Languages. - Mingxu Tao; Chen Zhang 020; Quzhe Huang; Tianyao Ma; Songfang Huang; Dongyan Zhao 001; Yansong Feng 002 (EMNLP (Findings), 2024)

Can Perplexity Reflect Large Language Model's Ability in Long Text Understanding? - Yutong Hu 002; Quzhe Huang; Mingxu Tao; Chen Zhang 019; Yansong Feng 002 (Tiny Papers @ ICLR, 2024)

Can LLMs Learn a New Language on the Fly? A Case Study on Zhuang. - Chen Zhang 019; Mingxu Tao; Quzhe Huang; Zhibin Chen; Yansong Feng 002 (Tiny Papers @ ICLR, 2024)

Probing Multimodal Large Language Models for Global and Local Semantic Representation. - Mingxu Tao; Quzhe Huang; Kun Xu 005; Liwei Chen; Yansong Feng 002; Dongyan Zhao 001 (CoRR, 2024)

Harder Tasks Need More Experts: Dynamic Routing in MoE Models. - Quzhe Huang; Zhenwei An; Nan Zhuang; Mingxu Tao; Chen Zhang 019; Yang Jin; Kun Xu 005; Liwei Chen; Songfang Huang; Yansong Feng 002 (CoRR, 2024)

Unlocking the Potential of Model Merging for Low-Resource Languages. - Mingxu Tao; Chen Zhang 019; Quzhe Huang; Tianyao Ma; Songfang Huang; Dongyan Zhao 001; Yansong Feng 002 (CoRR, 2024)

MiLiC-Eval: Benchmarking Multilingual LLMs for China's Minority Languages. - Chen Zhang 019; Mingxu Tao; Zhiyuan Liao; Yansong Feng 002 (ACL (Findings), 2025)

EpiCoDe: Boosting Model Performance Beyond Training with Extrapolation and Contrastive Decoding. - Mingxu Tao; Jie Hu; Mingchuan Yang; Yunhuai Liu; Dongyan Zhao 001; Yansong Feng 002 (ACL (Findings), 2025)

Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering. - Mingxu Tao; Dongyan Zhao 001; Yansong Feng 002 (COLING, 2025)

ALOHA: Empowering Multilingual Agent for University Orientation with Hierarchical Retrieval. - Mingxu Tao; Bowen Tang; Mingxuan Ma; Yining Zhang; Hourun Li; Feifan Wen; Hao Ma; Jia Yang (CoRR, 2025)