Word Segmentation on Micro-Blog Texts with External Lexicon and Heterogeneous Data. - Qingrong Xia; Zhenghua Li; Jiayuan Chao; Min Zhang 005 (NLPCC/ICCPOL, 2016)

Dependency Parsing with Partial Annotations: An Empirical Comparison. - Yue Zhang 004; Zhenghua Li; Jun Lang 001; Qingrong Xia; Min Zhang 005 (IJCNLP(1), 2017)

Syntax-Aware Neural Semantic Role Labeling. - Qingrong Xia; Zhenghua Li; Min Zhang 005; Meishan Zhang; Guohong Fu; Rui Wang 005; Luo Si (AAAI, 2019)

SUDA-Alibaba at MRP 2019: Graph-Based Models with BERT. - Yue Zhang 004; Wei Jiang; Qingrong Xia; Junjie Cao; Rui Wang 005; Zhenghua Li; Min Zhang 005 (CoNLL Shared Task, 2019)

A Syntax-aware Multi-task Learning Framework for Chinese Semantic Role Labeling. - Qingrong Xia; Zhenghua Li; Min Zhang 005 (EMNLP/IJCNLP (1), 2019)

Semantic Role Labeling with Heterogeneous Syntactic Knowledge. - Qingrong Xia; Rui Wang 005; Zhenghua Li; Yue Zhang 004; Min Zhang 005 (COLING, 2020)

Hierarchical LSTM with char-subword-word tree-structure representation for Chinese named entity recognition. - Chen Gong 004; Zhenghua Li; Qingrong Xia; Wenliang Chen; Min Zhang 005 (Sci. China Inf. Sci., 2020)

Stacked AMR Parsing with Silver Data. - Qingrong Xia; Zhenghua Li; Rui Wang 005; Min Zhang 005 (EMNLP (Findings), 2021)

A Unified Span-Based Approach for Opinion Mining with Syntactic Constituents. - Qingrong Xia; Bo Zhang 071; Rui Wang 005; Zhenghua Li; Yue Zhang 004; Fei Huang 002; Luo Si; Min Zhang 005 (NAACL-HLT, 2021)

Emotion Classification with Explicit and Implicit Syntactic Information. - Nan Chen; Qingrong Xia; Xiabing Zhou; Wenliang Chen; Min Zhang 005 (NLPCC (1), 2021)

Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures Inside Arguments. - Yu Zhang 092; Qingrong Xia; Shilin Zhou 002; Yong Jiang; Zhenghua Li; Guohong Fu; Min Zhang 005 (CoRR, 2021)

Fast and Accurate Span-based Semantic Role Labeling as Graph Parsing. - Shilin Zhou 002; Qingrong Xia; Zhenghua Li; Yu Zhang 092; Min Zhang 005 (CoRR, 2021)

Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments. - Yu Zhang 092; Qingrong Xia; Shilin Zhou 002; Yong Jiang; Guohong Fu; Min Zhang 005 (COLING, 2022)

Fast and Accurate End-to-End Span-based Semantic Role Labeling as Word-based Graph Parsing. - Shilin Zhou 002; Qingrong Xia; Zhenghua Li; Yu Zhang 092; Yu Hong 001; Min Zhang 005 (COLING, 2022)

MuCPAD: A Multi-Domain Chinese Predicate-Argument Dataset. - Yahui Liu; Haoping Yang; Chen Gong 004; Qingrong Xia; Zhenghua Li; Min Zhang 005 (NAACL-HLT, 2022)

AraMUS: Pushing the Limits of Data and Model Scale for Arabic Natural Language Processing. - Asaad Alghamdi; Xinyu Duan; Wei Jiang; Zhenhai Wang; Yimeng Wu; Qingrong Xia; Zhefeng Wang 001; Yi Zheng; Mehdi Rezagholizadeh; Baoxing Huai; Peilun Cheng; Abbas Ghaddar (ACL (Findings), 2023)

When and How to Grow? On Efficient Pre-training via Model Growth. - Jikai Wang; Juntao Li; Min Zhang 005; Zechang Li; Qingrong Xia; Xinyu Duan; Zhefeng Wang 001; Baoxing Huai (ACML, 2024)

Adaptive Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization. - Yixin Ji; Yang Xiang 003; Juntao Li; Qingrong Xia; Zi Ye; Xinyu Duan; Zhefeng Wang 001; Kehai Chen; Min Zhang 005 (EMNLP (Findings), 2024)

Are Bert Family Good Instruction Followers? A Study on Their Potential And Limitations. - Yisheng Xiao; Juntao Li; Zechen Sun; Zechang Li; Qingrong Xia; Xinyu Duan; Zhefeng Wang 001; Min Zhang 005 (ICLR, 2024)

A Survey on Arabic Named Entity Recognition: Past, Recent Advances, and Future Trends. - Xiaoye Qu; Yingjie Gu; Qingrong Xia; Zechang Li; Zhefeng Wang 001; Baoxing Huai (IEEE Trans. Knowl. Data Eng., 2024)

Multi-Branch Self-Drafting for LLM Inference Acceleration. - Zipeng Gao; Qingrong Xia; Tong Xu 001; Xinyu Duan; Zhi Zheng 008; Zhefeng Wang 001; Enhong Chen (AAAI, 2025)

Accurate KV Cache Quantization with Outlier Tokens Tracing. - Yi Su 006; Yuechi Zhou; Quantong Qiu; Juntao Li; Qingrong Xia; Ping Li 016; Xinyu Duan; Zhefeng Wang 001; Min Zhang 005 (ACL (1), 2025)

Beware of Calibration Data for Pruning Large Language Models. - Yixin Ji; Yang Xiang 003; Juntao Li; Qingrong Xia; Ping Li 016; Xinyu Duan; Zhefeng Wang 001; Min Zhang 005 (ICLR, 2025)

OPT-Tree: Speculative Decoding with Adaptive Draft Tree Structure. - Jikai Wang; Yi Su 006; Juntao Li; Qingrong Xia; Zi Ye; Xinyu Duan; Zhefeng Wang 001; Min Zhang 005 (Trans. Assoc. Comput. Linguistics, 2025)

Taming the Titans: A Survey of Efficient LLM Inference Serving. - Ranran Zhen; Juntao Li; Yixin Ji; Zhenlin Yang; Tong Liu; Qingrong Xia; Xinyu Duan; Zhe-Feng Wang 001; Baoxing Huai; Min Zhang 005 (CoRR, 2025)

Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification. - Jikai Wang; Zhenxu Tian; Juntao Li; Qingrong Xia; Xinyu Duan; Zhe-Feng Wang 001; Baoxing Huai; Min Zhang 005 (CoRR, 2025)

CaliDrop: KV Cache Compression with Calibration. - Yi Su 006; Quantong Qiu; Yuechi Zhou; Juntao Li; Qingrong Xia; Ping Li 016; Xinyu Duan; Zhe-Feng Wang 001; Min Zhang 005 (CoRR, 2025)