A BiLSTM-CRF Method to Chinese Electronic Medical Record Named Entity Recognition. - Bin Ji 002; Rui Liu; Shasha Li 001; Jintao Tang; Jie Yu 008; Qian Li; WeiSang Xu (ACAI, 2018)

A hybrid approach for named entity recognition in Chinese electronic medical record. - Bin Ji 002; Rui Liu; Shasha Li 001; Jie Yu 008; Qingbo Wu 003; Yusong Tan; Jiaju Wu 002 (BMC Medical Informatics Decis. Mak., 2019)

Span-based Joint Entity and Relation Extraction with Attention-based Span-specific and Contextual Semantic Representations. - Bin Ji 002; Jie Yu 008; Shasha Li 001; Jun Ma 015; Qingbo Wu 003; Yusong Tan; Huijun Liu 003 (COLING, 2020)

Research on Chinese medical named entity recognition based on collaborative cooperation of multiple neural network models. - Bin Ji 002; Shasha Li 001; Jie Yu 008; Jun Ma 015; Jintao Tang; Qingbo Wu 003; Yusong Tan; Huijun Liu 003; Yun Ji (J. Biomed. Informatics, 2020)

A Unified Summarization Model with Semantic Guide and Keyword Coverage Mechanism. - Wuhang Lin; Jianling Li; Zibo Yi; Bin Ji 002; Shasha Li 001; Jie Yu 008; Jun Ma 015 (ICANN (5), 2021)

Span Representation Generation Method in Entity-Relation Joint Extraction. - Yongtao Tang; Jie Yu 008; Shasha Li 001; Bin Ji 002; Yusong Tan; Qingbo Wu 003 (ICIC (2), 2021)

Boosting Span-based Joint Entity and Relation Extraction via Squence Tagging Mechanism. - Bin Ji 002; Shasha Li 001; Jie Yu 008; Jun Ma 015; Huijun Liu 003 (CoRR, 2021)

SummScore: A Comprehensive Evaluation Metric for Summary Quality Based on Cross-Encoder. - Wuhang Lin; Shasha Li 001; Chen Zhang; Bin Ji 002; Jie Yu 008; Jun Ma 015; Zibo Yi (APWeb/WAIM (2), 2022)

Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes. - Bin Ji 002; Shasha Li 001; Shaoduo Gan; Jie Yu 008; Jun Ma 015; Huijun Liu 003; Jing Yang (COLING, 2022)

Topic-Grained Text Representation-Based Model for Document Retrieval. - Mengxue Du; Shasha Li 001; Jie Yu 008; Jun Ma 015; Bin Ji 002; Huijun Liu 003; Wuhang Lin; Zibo Yi (ICANN (3), 2022)

Win-Win Cooperation: Bundling Sequence and Span Models for Named Entity Recognition. - Bin Ji 002; Shasha Li 001; Jie Yu 008; Jun Ma 015; Huijun Liu 003 (CoRR, 2022)

Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes. - Bin Ji 002; Shasha Li 001; Shaoduo Gan; Jie Yu 008; Jun Ma 015; Huijun Liu 003 (CoRR, 2022)

A Context-Aware Approach for Textual Adversarial Attack through Probability Difference Guided Beam Search. - Huijun Liu 003; Jie Yu 008; Shasha Li 001; Jun Ma 015; Bin Ji 002 (CoRR, 2022)

A Two-Phase Paradigm for Joint Entity-Relation Extraction. - Bin Ji 002; Hao Xu 015; Jie Yu 008; Shasha Li 001; Jun Ma 015; Yuke Ji; Huijun Liu 003 (CoRR, 2022)

A novel bundling learning paradigm for named entity recognition. - Bin Ji 002; Yalong Xie; Jie Yu 008; Shasha Li 001; Jun Ma 015; Yun Ji; Huijun Liu 003 (Knowl. Based Syst., 2022)

S-NER: A Concise and Efficient Span-Based Model for Named Entity Recognition. - Jie Yu 008; Bin Ji 002; Shasha Li 001; Jun Ma 015; Huijun Liu 003; Hao Xu 015 (Sensors, 2022)

Textual adversarial attacks by exchanging text-self words. - Huijun Liu 003; Jie Yu 008; Jun Ma 015; Shasha Li 001; Bin Ji 002; Zibo Yi; Miaomiao Li 001; Long Peng 002; Xiaodong Liu 004 (Int. J. Intell. Syst., 2022)

DADR: A Denoising Approach for Dense Retrieval Model Training. - Mengxue Du; Shasha Li 001; Jie Yu 008; Jun Ma 015; Huijun Liu 003; Miaomiao Li 001; Bin Ji 002 (APWeb/WAIM (3), 2023)

Non-Autoregressive Sentence Ordering. - Yi Bin; Wenhao Shi; Bin Ji 002; Jipeng Zhang; Yujuan Ding; Yang Yang 002 (EMNLP (Findings), 2023)

QAE: A Hard-Label Textual Attack Considering the Comprehensive Quality of Adversarial Examples. - Miaomiao Li 001; Jie Yu 008; Jun Ma 015; Shasha Li 001; Huijun Liu 003; Mengxue Du; Bin Ji 002 (NLPCC (2), 2023)

Learning Well-Separated and Representative Prototypes for Few-Shot Event Detection. - Xintong Zhang; Shasha Li 001; Bin Ji 002; Ting Wang 009 (NLPCC (2), 2023)

Dynamic Multi-View Fusion Mechanism for Chinese Relation Extraction. - Jing Yang; Bin Ji 002; Shasha Li 001; Jun Ma 015; Long Peng 002; Jie Yu 008 (PAKDD (1), 2023)

VicunaNER: Zero/Few-shot Named Entity Recognition using Vicuna. - Bin Ji 002 (CoRR, 2023)

From Static to Dynamic: A Continual Learning Framework for Large Language Models. - Mingzhe Du; Anh Tuan Luu; Bin Ji 002; See-Kiong Ng (CoRR, 2023)

From Static to Dynamic: Knowledge Metabolism for Large Language Models. - Mingzhe Du; Anh Tuan Luu; Bin Ji 002; See-Kiong Ng (AAAI, 2024)

Chain-of-Thought Improves Text Generation with Citations in Large Language Models. - Bin Ji 002; Huijun Liu 003; Mingzhe Du; See-Kiong Ng (AAAI, 2024)

Generalization-Enhanced Code Vulnerability Detection via Multi-Task Instruction Fine-Tuning. - Xiaohu Du; Ming Wen 001; Jiahao Zhu; Zifan Xie; Bin Ji 002; Huijun Liu 003; Xuanhua Shi; Hai Jin 001 (ACL (Findings), 2024)

Offline Textual Adversarial Attacks against Large Language Models. - Huijun Liu 003; Bin Ji 002; Jie Yu 008; Shasha Li 001; Jun Ma 015; Miaomiao Li 001; Xi Wang 018 (IJCNN, 2024)

Mercury: A Code Efficiency Benchmark for Code Large Language Models. - Mingzhe Du; Anh Tuan Luu; Bin Ji 002; Qian Liu 012; See-Kiong Ng (NeurIPS, 2024)

Span-based joint entity and relation extraction augmented with sequence tagging mechanism. - Bin Ji 002; Shasha Li 001; Hao Xu 015; Jie Yu 008; Jun Ma 015; Huijun Liu 003; Jing Yang (Sci. China Inf. Sci., 2024)

SWEA: Changing Factual Knowledge in Large Language Models via Subject Word Embedding Altering. - Xiaopeng Li 006; Shasha Li 001; Bin Ji 002; Shezheng Song; Xi Wang 018; Jun Ma 015; Jie Yu 008; Xiaodong Liu 004; Jing Wang; Weimin Zhang (CoRR, 2024)

Mercury: An Efficiency Benchmark for LLM Code Synthesis. - Mingzhe Du; Anh Tuan Luu; Bin Ji 002; See-Kiong Ng (CoRR, 2024)

DWE+: Dual-Way Matching Enhanced Framework for Multimodal Entity Linking. - Shezheng Song; Shasha Li 001; Shan Zhao 002; Xiaopeng Li 006; Chengyu Wang 008; Jie Yu 008; Jun Ma 015; Tianwei Yan 001; Bin Ji 002; Xiaoguang Mao (CoRR, 2024)

Identifying Knowledge Editing Types in Large Language Models. - Xiaopeng Li 006; Shangwen Wang; Shezheng Song; Bin Ji 002; Huijun Liu 003; Shasha Li 001; Jun Ma 015; Jie Yu 008 (CoRR, 2024)

LSAQ: Layer-Specific Adaptive Quantization for Large Language Model Deployment. - Binrui Zeng; Bin Ji 002; Xiaodong Liu 004; Jie Yu 008; Shasha Li 001; Jun Ma 015; Xiaopeng Li 006; Shangwen Wang; Xinran Hong (CoRR, 2024)

A More Context-Aware Approach for Textual Adversarial Attacks Using Probability Difference-Guided Beam Search. - Huijun Liu 003; Bin Ji 002; Jie Yu 008; Shasha Li 001; Jun Ma 015; Zibo Yi; Mengxue Du; Miaomiao Li 001; Jie Liu 002; Zeyao Mo (IEEE Trans. Knowl. Data Eng., 2024)

Towards Verifiable Text Generation with Generative Agent. - Bin Ji 002; Huijun Liu 003; Mingzhe Du; Shasha Li 001; Xiaodong Liu 004; Jun Ma 015; Jie Yu 008; See-Kiong Ng (AAAI, 2025)

SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering. - Xiaopeng Li 006; Shasha Li 001; Shezheng Song; Huijun Liu 003; Bin Ji 002; Xi Wang 018; Jun Ma 015; Jie Yu 008; Xiaodong Liu 004; Jing Wang; Weimin Zhang (AAAI, 2025)

Multi-modal Entity Linking Model Based on Knowledge Distillation. - Yongtao Tang; Shasha Li 001; Jun Ma 015; Bin Ji 002; Xiaodong Liu 004; Jie Yu 008 (ICIC (24), 2025)

Model Editing for LLMs4Code: How Far are we? - Xiaopeng Li 006; Shangwen Wang; Shasha Li 001; Jun Ma 015; Jie Yu 008; Xiaodong Liu 004; Jing Wang; Bin Ji 002; Weimin Zhang (ICSE, 2025)

Rethinking the Residual Distribution of Locate-then-Editing Methods in Model Editing. - Xiaopeng Li 006; Shanwen Wang; Shasha Li 001; Shezheng Song; Bin Ji 002; Jun Ma 015; Jie Yu 008 (CoRR, 2025)

CodeArena: A Collective Evaluation Platform for LLM Code Generation. - Mingzhe Du; Anh Tuan Luu; Bin Ji 002; Xiaobao Wu; Dong Huang 005; Terry Yue Zhuo; Qian Liu 012; See-Kiong Ng (CoRR, 2025)