| Generating efficient training data via llm-based attribute manipulation L Peng, Y Zhang, J Shang Accepted to the Findings of ACL2024, 2023 | 9 | 2023 |
| Sparse fuzzy attention for structured sentiment analysis L Peng, Z Li, H Zhao arXiv preprint arXiv:2109.06719, 2021 | 9 | 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 Accepted to the Main Conference of ACL2024, 2024 | 4 | 2024 |
| 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 | 3 | 2024 |
| Less than One-shot: Named Entity Recognition via Extremely Weak Supervision L Peng, Z Wang, J Shang Findings of EMNLP 2023, 2023 | 2 | 2023 |
| Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing L Peng, J Shang arXiv preprint arXiv:2405.07726, 2024 | 1 | 2024 |
| Incubating Text Classifiers Following User Instruction with Nothing but LLM L Peng, J Shang arXiv preprint arXiv:2404.10877, 2024 | 1 | 2024 |
| EmojiLM: Modeling the New Emoji Language L Peng, Z Wang, H Liu, Z Wang, J Shang arXiv preprint arXiv:2311.01751, 2023 | 1 | 2023 |
| Contextualized semantic distance between highly overlapped texts L Peng, Z Li, H Zhao arXiv preprint arXiv:2110.01176, 2021 | 1 | 2021 |
| Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation L Peng, Y Zhang, J Shang Findings of the Association for Computational Linguistics: ACL 2024, 2024 | | 2024 |
| Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification L Peng, Y Gu, C Dong, Z Wang, J Shang arXiv preprint arXiv:2406.11115, 2024 | | 2024 |
| 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 Accepted to the Main Conference of ACL2024, 2024 | | 2024 |
| Fast and Accurate Incomplete Utterance Rewriting L Peng, Z Li, H Zhao IEEE/ACM Transactions on Audio, Speech, and Language Processing, 2024 | | 2024 |
| iRe2f: Rethinking Effective Refinement in Language Structure Prediction via Efficient Iterative Retrospecting and Reasoning. Z Li, X Guo, L Peng, L Zhang, H Zhao IJCAI, 5131-5140, 2023 | | 2023 |
| Chride at SemEval-2023 Task 10: Fine-tuned Deberta-V3 on Detection of Online Sexism with Hierarchical Loss L Peng, B Kim Proceedings of the 17th International Workshop on Semantic Evaluation …, 2023 | | 2023 |
| Semantics-Preserved Distortion for Personal Privacy Protection in Information Management J Li, L Peng, P Wang, Z Li, X Li, H Zhao arXiv preprint arXiv:2201.00965, 2022 | | 2022 |
| Unsupervised Full Constituency Parsing with Neighboring Distribution Divergence L Peng, Z Li, H Zhao arXiv preprint arXiv:2110.15931, 2021 | | 2021 |
Jingbo ShangAssistant Professor, UC San DiegoVerified email at ucsd.edu
Jingbo ShangAssistant Professor, UC San DiegoVerified email at ucsd.edu