Letian Peng

According to our database, Letian Peng authored at least 16 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Incubating Text Classifiers Following User Instruction with Nothing but LLM.

Letian Peng, Jingbo Shang

CoRR, 2024

Learn from Failure: Fine-Tuning LLMs with Trial-and-Error Data for Intuitionistic Propositional Logic Proving.

Chenyang An, Zhibo Chen, Qihao Ye, Emily First, Letian Peng, Jiayun Zhang, Zihan Wang, Sorin Lerner, Jingbo Shang

CoRR, 2024

MetaIE: Distilling a Meta Model from LLM for All Kinds of Information Extraction Tasks.

Letian Peng, Zilong Wang, Feng Yao, Zihan Wang, Jingbo Shang

CoRR, 2024

Answer is All You Need: Instruction-following Text Embedding via Answering the Question.

Letian Peng, Yuwei Zhang, Zilong Wang, Jayanth Srinivasa, Gaowen Liu, Zihan Wang, Jingbo Shang

CoRR, 2024

2023

EmojiLM: Modeling the New Emoji Language.

Letian Peng, Zilong Wang, Hang Liu, Zihan Wang, Jingbo Shang

CoRR, 2023

Generating Efficient Training Data via LLM-based Attribute Manipulation.

Letian Peng, Yuwei Zhang, Jingbo Shang

CoRR, 2023

Chride at SemEval-2023 Task 10: Fine-tuned Deberta-V3 on Detection of Online Sexism with Hierarchical Loss.

Letian Peng, Bosung Kim

Proceedings of the The 17th International Workshop on Semantic Evaluation, 2023

iRe2f: Rethinking Effective Refinement in Language Structure Prediction via Efficient Iterative Retrospecting and Reasoning.

Zuchao Li, Xingyi Guo, Letian Peng, Lefei Zhang, Hai Zhao

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Less than One-shot: Named Entity Recognition via Extremely Weak Supervision.

Letian Peng, Zihan Wang, Jingbo Shang

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Contextualized Semantic Distance between Highly Overlapped Texts.

Letian Peng, Zuchao Li, Hai Zhao

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Evaluate Confidence Instead of Perplexity for Zero-shot Commonsense Reasoning.

Letian Peng, Zuchao Li, Hai Zhao

CoRR, 2022

Solution of DeBERTaV3 on CommonsenseQA.

Letian Peng, Zuchao Li, Hai Zhao

CoRR, 2022

Semantics-Preserved Distortion for Personal Privacy Protection.

Letian Peng, Zuchao Li, Hai Zhao

CoRR, 2022

2021

Unsupervised Full Constituency Parsing with Neighboring Distribution Divergence.

Letian Peng, Zuchao Li, Hai Zhao

CoRR, 2021

A Novel Metric for Evaluating Semantics Preservation.

Letian Peng, Zuchao Li, Hai Zhao

CoRR, 2021

Sparse Fuzzy Attention for Structured Sentiment Analysis.

Letian Peng, Zuchao Li, Hai Zhao

CoRR, 2021