Li, Yinghao
- A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction
2024/02/20 by Yinghao Li, Li, Yinghao, Rampi Ramprasad +3 · 6 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
- WRENCH: A Comprehensive Benchmark for Weak Supervision
2021/09/23 by Zhang, Jieyu, Yu, Yue, Li, Yinghao +4 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- PolyIE: A Dataset of Information Extraction from Polymer Material Scientific Literature
2023/11/13 by Jerry Junyang Cheung, Cheung, Jerry Junyang, Yuchen Zhuang +13 · 3 citations
Computer Science · Materials Science · Decision Sciences · #Topic Modeling #Machine Learning in Materials Science #Data Quality and Management
- Virtual Width Networks
2025/11/14 by Seed, Baisheng Li, Banggu Wu +250 · 2 voices
Computer Science · #Advanced Neural Network Applications #Generative Adversarial Networks and Image Synthesis #Stochastic Gradient Optimization Techniques #cs.AI #cs.LG
- Ensembles of Low-Rank Expert Adapters
2025/01/31 by Yinghao Li, Li, Yinghao, Vianne Gao +5 · 3 citations
Computer Science · #Computational Physics and Python Applications
- Language Model Uncertainty Quantification with Attention Chain
2025/03/24 by Li, Yinghao, Qiang, Rushi, Moukheiber, Lama +1 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering
2025/05/12 by Rushi Qiang, Qiang, Rushi, Yuchen Zhuang +19 · 5 citations
Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Materials Science
- ReSel: N-ary Relation Extraction from Scientific Text and Tables by Learning to Retrieve and Select
2022/10/26 by Yuchen Zhuang, Yinghao Li, Zhuang, Yuchen +13 · 1 citation
Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Topic Modeling
- SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation
2024/11/17 by Bin Xu, Xu, Bin, Lin, Yiguan +4 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Model-Driven Software Engineering Techniques #Natural Language Processing Techniques #Software Engineering Research
- How Far Can In-Context Alignment Go? Exploring the State of In-Context Alignment
2024/06/17 by Heyan Huang, Huang, Heyan, Yinghao Li +7 · 1 citation
Decision Sciences · #Big Data Technologies and Applications
- TPD: Enhancing Student Language Model Reasoning via Principle Discovery and Guidance
2024/01/24 by Wang, Haorui, Zhang, Rongzhi, Li, Yinghao +4 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models
2024/03/17 by Heng, Yuzhao, Deng, Chunyuan, Li, Yitong +4 · 1 citation
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Unveiling and Addressing Pseudo Forgetting in Large Language Models
2024/11/18 by Huashan Sun, Sun, Huashan, Yang, Yizhe +3 · 1 citation
Computer Science · #Topic Modeling