Yining Chen

1. Prover-Verifier Games improve legibility of LLM outputs
   2024/07/18 by Jan H. Kirchner, Jan Hendrik Kirchner, Yining Chen +10 · 1 voice · 16 citations
   Computer Science · #Logic, programming, and type systems #Multi-Agent Systems and Negotiation #Reinforcement Learning in Robotics #cs.CL
2. Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak Supervision
   2023/12/14 by Collin Burns, Pavel Izmailov, Burns, Collin +21 · 52 citations
   Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
3. Theoretical Analysis of Self-Training with Deep Networks on Unlabeled Data
   2020/10/07 by Colin Wei, Kendrick Shen, Wei, Colin +5 · 7 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Machine Learning and Algorithms
4. Statistically Meaningful Approximation: a Case Study on Approximating Turing Machines with Transformers
   2021/07/28 by Colin Wei, Wei, Colin, Yining Chen +3 · 5 citations
   Computer Science · #Neural Networks and Applications #Machine Learning and Algorithms #Stochastic Gradient Optimization Techniques
5. Weakly Supervised Disentanglement with Guarantees
   2019/10/22 by Rui Shu, Yining Chen, Shu, Rui +7 · 3 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
6. Self-training Avoids Using Spurious Features Under Domain Shift
   2020/06/17 by Yining Chen, Colin Wei, Chen, Yining +5 · 3 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM #Multimodal Machine Learning Applications
7. Generalised additive and index models with shape constraints
   2014/04/10 by Yining Chen, Chen, Yining, Richard J. Samworth +1 · 1 citation
   Computer Science · Mathematics · #62G08 #Bayesian Modeling and Causal Inference #FOS: Mathematics #Statistical Methods and Bayesian Inference #Statistical Methods and Inference #Statistics Theory (math.ST)
8. Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting
   2022/04/12 by Qing‐Feng Sun, Sun, Qingfeng, Can Xu +15 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
9. Recurrent Neural Networks as Weighted Language Recognizers
   2017/11/15 by Yining Chen, Chen, Yining, Sorcha Gilroy +7 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Formal Languages and Automata Theory (cs.FL) #Machine Learning and Algorithms #Natural Language Processing Techniques #Topic Modeling
10. Polycyclic aromatic hydrocarbons in commercial tea from China and implications for human exposure
    2022/11/30 by Jiaojiao Ma, Zhou Zhu, Sijin Du +9 · 1 citation
    Environmental Science · #Air Quality and Health Impacts #Effects and risks of endocrine disrupting chemicals #Toxic Organic Pollutants Impact