Shezheng Song

National University of Defense Technology — China

Computer Science · Physical Sciences

6h-index87citations29works3.22yr avg
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Research Topics

Topic Modeling(22), Natural Language Processing Techniques(15), Sentiment Analysis and Opinion Mining(5), Multimodal Machine Learning Applications(4), Advanced Text Analysis Techniques(4)

Publications29 total

Psychologically-Aware Retrieval-Augmented Generation for Coherent Role-Playing in LLMs
Lecture notes in computer science·2026
RICA: Re-ranking with intra-modal and cross-modal alignment for text-based person search
Expert Systems with Applications·2025
EMSEdit: Efficient Multi-Step Meta-Learning-based Model Editing
arXiv (Cornell University)·2025Open Access
Identifying Knowledge Editing Types in Large Language Models
2025Open Access
SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
FRCL-MNER: A Finer Grained Rank-Based Contrastive Learning Framework for Multimodal NER
IEEE Transactions on Neural Networks and Learning Systems·2025· 11 cited
Hierarchical Label-Enhanced Contrastive Learning for Chinese NER
IEEE Transactions on Neural Networks and Learning Systems·2025· 7 cited
How to Alleviate Catastrophic Forgetting in LLMs Finetuning? Hierarchical Layer-Wise and Element-Wise Regularization
arXiv (Cornell University)·2025Open Access
How to Bridge the Gap Between Modalities: Survey on Multimodal Large Language Model
IEEE Transactions on Knowledge and Data Engineering·2025· 14 cited
Rica: Re-Ranking with Intra-Modal and Cross-Modal Alignment for Text-Based Person Search
SSRN Electronic Journal·2025Open Access
Enhancing Text-Based Person Search with Re-Ranking and Advanced Cross-Modal Alignment Techniques
SSRN Electronic Journal·2025Open Access
Whether Current Large Language Models is Suitable for Multimodal Aspect-based Sentiment Analysis?
2024
MOSABench: Multi-Object Sentiment Analysis Benchmark for Evaluating Multimodal Large Language Models Understanding of Complex Image
arXiv (Cornell University)·2024Open Access
Exploring Large Language Models for Multimodal Sentiment Analysis: Challenges, Benchmarks, and Future Directions
arXiv (Cornell University)·2024· 1 citedOpen Access
DIM: Dynamic Integration of Multimodal Entity Linking with Large Language Model
Lecture notes in computer science·2024
Identifying Knowledge Editing Types in Large Language Models
arXiv (Cornell University)·2024Open Access
DIM: Dynamic Integration of Multimodal Entity Linking with Large Language Model
arXiv (Cornell University)·2024Open Access
PTA: Enhancing Multimodal Sentiment Analysis through Pipelined Prediction and Translation-based Alignment
arXiv (Cornell University)·2024Open Access
DWE+: Dual-Way Matching Enhanced Framework for Multimodal Entity Linking
arXiv (Cornell University)·2024Open Access
PMET: Precise Model Editing in a Transformer
Proceedings of the AAAI Conference on Artificial Intelligence·2024· 23 citedOpen Access
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Frequent Co-authors

Shasha Li(12), Shan Zhao(8), Tianwei Yan(8), Xiaoguang Mao(7), Chengyu Wang(6), Bin Ji(5), Chengyu Wang(4), Xiao Peng Li(4), Shasha Li(3), Shan Zhao(3), Xiaopeng Li(3), Xiaopeng Li(3), Shangwen Wang(3), Changjian Wang(3), Dongsong Zhang(3), Yuxing Peng(3), Qian Wan(3), Wentao Ma(3), Jie Yu(2), Xiaopeng Li(2)