How to Fine-Tune BERT for Text Classification? - Chi Sun; Xipeng Qiu; Yige Xu 001; Xuanjing Huang 001 (CCL, 2019)

Pre-trained Models for Natural Language Processing: A Survey. - Xipeng Qiu; Tianxiang Sun; Yige Xu 001; Yunfan Shao; Ning Dai; Xuanjing Huang 001 (CoRR, 2020)

One2Set: Generating Diverse Keyphrases as a Set. - Jiacheng Ye; Tao Gui; Yichao Luo; Yige Xu 001; Qi Zhang 001 (ACL/IJCNLP (1), 2021)

Keyphrase Generation with Fine-Grained Evaluation-Guided Reinforcement Learning. - Yichao Luo; Yige Xu 001; Jiacheng Ye; Xipeng Qiu; Qi Zhang 001 (EMNLP (Findings), 2021)

Searching Effective Transformer for Seq2Seq Keyphrase Generation. - Yige Xu 001; Yichao Luo; Yicheng Zhou; Zhengyan Li; Qi Zhang 001; Xipeng Qiu; Xuanjing Huang 001 (NLPCC (2), 2021)

Efficient Cross-Task Prompt Tuning for Few-Shot Conversational Emotion Recognition. - Yige Xu 001; Zhiwei Zeng; Zhiqi Shen 001 (EMNLP (Findings), 2023)

MedChemLens: An Interactive Visual Tool to Support Direction Selection in Interdisciplinary Experimental Research of Medicinal Chemistry. - Chuhan Shi; Fei Nie; Yicheng Hu; Yige Xu 001; Lei Chen 002; Xiaojuan Ma; Qiong Luo 001 (IEEE Trans. Vis. Comput. Graph., 2023)

Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation. - Yige Xu 001; Xipeng Qiu; Ligao Zhou; Xuanjing Huang 001 (J. Comput. Sci. Technol., 2023)

RevMUX: Data Multiplexing with Reversible Adapters for Efficient LLM Batch Inference. - Yige Xu 001; Xu Guo 002; Zhiwei Zeng; Chunyan Miao (EMNLP, 2024)

SoftCoT: Soft Chain-of-Thought for Efficient Reasoning with LLMs. - Yige Xu 001; Xu Guo 002; Zhiwei Zeng; Chunyan Miao (ACL (1), 2025)

SoftCoT++: Test-Time Scaling with Soft Chain-of-Thought Reasoning. - Yige Xu 001; Xu Guo 002; Zhiwei Zeng; Chunyan Miao (CoRR, 2025)