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Letian Peng
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2020 – today
- 2024
- [c10]Letian Peng, Yuwei Zhang, Jingbo Shang:
Controllable Data Augmentation for Few-Shot Text Mining with Chain-of-Thought Attribute Manipulation. ACL (Findings) 2024: 1-16 - [c9]Letian Peng, Yuwei Zhang, Zilong Wang, Jayanth Srinivasa, Gaowen Liu, Zihan Wang, Jingbo Shang:
Answer is All You Need: Instruction-following Text Embedding via Answering the Question. ACL (1) 2024: 459-477 - [c8]Chenyang An, Zhibo Chen, Qihao Ye, Emily First, Letian Peng, Jiayun Zhang, Zihan Wang, Sorin Lerner, Jingbo Shang:
Learn from Failure: Fine-tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving. ACL (1) 2024: 776-790 - [c7]Letian Peng, Yi Gu, Chengyu Dong, Zihan Wang, Jingbo Shang:
Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification. EMNLP 2024: 3741-3752 - [c6]Letian Peng, Zilong Wang, Jingbo Shang:
Incubating Text Classifiers Following User Instruction with Nothing but LLM. EMNLP 2024: 3753-3766 - [c5]Jiajia Li, Lu Yang, Letian Peng, Shitou Zhang, Ping Wang, Zuchao Li, Hai Zhao:
Semantics-Preserved Distortion for Personal Privacy Protection in Information Management. ICANN (5) 2024: 386-401 - [i16]Letian Peng, Yuwei Zhang, Zilong Wang, Jayanth Srinivasa, Gaowen Liu, Zihan Wang, Jingbo Shang:
Answer is All You Need: Instruction-following Text Embedding via Answering the Question. CoRR abs/2402.09642 (2024) - [i15]Letian Peng, Zilong Wang, Feng Yao, Zihan Wang, Jingbo Shang:
MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks. CoRR abs/2404.00457 (2024) - [i14]Chenyang An, Zhibo Chen, Qihao Ye, Emily First, Letian Peng, Jiayun Zhang, Zihan Wang, Sorin Lerner, Jingbo Shang:
Learn from Failure: Fine-Tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving. CoRR abs/2404.07382 (2024) - [i13]Letian Peng, Jingbo Shang:
Incubating Text Classifiers Following User Instruction with Nothing but LLM. CoRR abs/2404.10877 (2024) - [i12]Letian Peng, Jingbo Shang:
Quantifying and Optimizing Global Faithfulness in Persona-driven Role-playing. CoRR abs/2405.07726 (2024) - [i11]Letian Peng, Yi Gu, Chengyu Dong, Zihan Wang, Jingbo Shang:
Text Grafting: Near-Distribution Weak Supervision for Minority Classes in Text Classification. CoRR abs/2406.11115 (2024) - [i10]Letian Peng, Chenyang An, Jingbo Shang:
Correlation and Navigation in the Vocabulary Key Representation Space of Language Models. CoRR abs/2410.02284 (2024) - 2023
- [c4]Letian Peng, Zuchao Li, Hai Zhao:
Contextualized Semantic Distance between Highly Overlapped Texts. ACL (Findings) 2023: 10913-10931 - [c3]Letian Peng, Zihan Wang, Jingbo Shang:
Less than One-shot: Named Entity Recognition via Extremely Weak Supervision. EMNLP (Findings) 2023: 13603-13616 - [c2]Zuchao Li, Xingyi Guo, Letian Peng, Lefei Zhang, Hai Zhao:
iRe2f: Rethinking Effective Refinement in Language Structure Prediction via Efficient Iterative Retrospecting and Reasoning. IJCAI 2023: 5131-5140 - [c1]Letian Peng, Bosung Kim:
Chride at SemEval-2023 Task 10: Fine-tuned Deberta-V3 on Detection of Online Sexism with Hierarchical Loss. SemEval@ACL 2023: 1670-1675 - [i9]Letian Peng, Yuwei Zhang, Jingbo Shang:
Generating Efficient Training Data via LLM-based Attribute Manipulation. CoRR abs/2307.07099 (2023) - [i8]Letian Peng, Zilong Wang, Hang Liu, Zihan Wang, Jingbo Shang:
EmojiLM: Modeling the New Emoji Language. CoRR abs/2311.01751 (2023) - [i7]Letian Peng, Zihan Wang, Jingbo Shang:
Less than One-shot: Named Entity Recognition via Extremely Weak Supervision. CoRR abs/2311.02861 (2023) - 2022
- [i6]Letian Peng, Zuchao Li, Hai Zhao:
Semantics-Preserved Distortion for Personal Privacy Protection. CoRR abs/2201.00965 (2022) - [i5]Letian Peng, Zuchao Li, Hai Zhao:
Solution of DeBERTaV3 on CommonsenseQA. CoRR abs/2206.05033 (2022) - [i4]Letian Peng, Zuchao Li, Hai Zhao:
Evaluate Confidence Instead of Perplexity for Zero-shot Commonsense Reasoning. CoRR abs/2208.11007 (2022) - 2021
- [i3]Letian Peng, Zuchao Li, Hai Zhao:
Sparse Fuzzy Attention for Structured Sentiment Analysis. CoRR abs/2109.06719 (2021) - [i2]Letian Peng, Zuchao Li, Hai Zhao:
A Novel Metric for Evaluating Semantics Preservation. CoRR abs/2110.01176 (2021) - [i1]Letian Peng, Zuchao Li, Hai Zhao:
Unsupervised Full Constituency Parsing with Neighboring Distribution Divergence. CoRR abs/2110.15931 (2021)
Coauthor Index
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