| Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation L Peng, Y Zhang, J Shang ACL2024 Findings, 2023 | 18* | 2023 |
| Metaie: Distilling a meta model from llm for all kinds of information extraction tasks L Peng, Z Wang, F Yao, Z Wang, J Shang arXiv preprint arXiv:2404.00457, 2024 | 15 | 2024 |
| Sparse fuzzy attention for structured sentiment analysis L Peng, Z Li, H Zhao arXiv preprint arXiv:2109.06719, 2021 | 10 | 2021 |
| Answer is All You Need: Instruction-following Text Embedding via Answering the Question L Peng, Y Zhang, Z Wang, J Srinivasa, G Liu, Z Wang, J Shang ACL2024, 2024 | 8 | 2024 |
| Emojilm: Modeling the new emoji language L Peng, Z Wang, H Liu, Z Wang, J Shang arXiv preprint arXiv:2311.01751, 2023 | 6 | 2023 |
| Learn from Failure: Fine-Tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving C An, Z Chen, Q Ye, E First, L Peng, J Zhang, Z Wang, S Lerner, J Shang ACL2024, 2024 | 4 | 2024 |
| Less than One-shot: Named Entity Recognition via Extremely Weak Supervision L Peng, Z Wang, J Shang EMNLP2023 Findings, 2023 | 3 | 2023 |
| Incubating Text Classifiers Following User Instruction with Nothing but LLM L Peng, Z Wang, J Shang EMNLP2024, 2024 | 2 | 2024 |
| Semantics-Preserved Distortion for Personal Privacy Protection L Peng, Z Li, H Zhao arXiv e-prints, arXiv: 2201.00965, 2022 | 2 | 2022 |
| Contextualized semantic distance between highly overlapped texts L Peng, Z Li, H Zhao ACL2023 Findings, 2021 | 2 | 2021 |
| Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing L Peng, J Shang NeurIPS2024, 2024 | 1 | 2024 |
| Fast and Accurate Incomplete Utterance Rewriting L Peng, Z Li, H Zhao IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024 | 1 | 2024 |
| A novel metric for evaluating semantics preservation L Peng, Z Li, H Zhao CoRR arxiv 2110, 2021 | 1 | 2021 |
| UltraGen: Extremely Fine-grained Controllable Generation via Attribute Reconstruction and Global Preference Optimization L Yun, L Peng, J Shang arXiv preprint arXiv:2502.12375, 2025 | | 2025 |
| Cuckoo: An IE Free Rider Hatched by Massive Nutrition in LLM's Nest L Peng, Z Wang, F Yao, J Shang arXiv preprint arXiv:2502.11275, 2025 | | 2025 |
| Linear Correlation in LM's Compositional Generalization and Hallucination L Peng, C An, S Hao, C Dong, J Shang arXiv preprint arXiv:2502.04520, 2025 | | 2025 |
| Correlation and Navigation in the Vocabulary Key Representation Space of Language Models L Peng, C An, J Shang ICLR 2025, 2024 | | 2024 |
| Semantics-Preserved Distortion for Personal Privacy Protection in Information Management J Li, L Yang, L Peng, S Zhang, P Wang, Z Li, H Zhao ICANN2024, 386-401, 2024 | | 2024 |
| Hierarchical Attention Decoder for Solving Math Word Problems J Li, L Peng, P Wang, H Zhao International Conference on Pattern Recognition and Artificial Intelligence …, 2024 | | 2024 |
| Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification L Peng, Y Gu, C Dong, Z Wang, J Shang EMNLP2024, 2024 | | 2024 |
Jingbo ShangAssociate Professor, UC San DiegoПотвърден имейл адрес: ucsd.edu