Johannes Welbl

1. Training Compute-Optimal Large Language Models
   2022/03/29 by Jordan Hoffmann, Hoffmann, Jordan, Sebastian Borgeaud +41 · 13 voices · 441 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Algorithms
2. Scalable watermarking for identifying large language model outputs
   2024/10/23 by Sumanth Dathathri, Abigail See, Sumedh Ghaisas +21 · 1 voice · 80 citations
   Computer Science · #Advanced Malware Detection Techniques #Topic Modeling #Internet Traffic Analysis and Secure E-voting
3. Complex Embeddings for Simple Link Prediction
   2016/06/20 by Théo Trouillon, Johannes Welbl, Trouillon, Théo +7 · 78 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Topic Modeling
4. Scaling Language Models: Methods, Analysis & Insights from Training Gopher
   2021/12/08 by Jack W. Rae, Rae, Jack W., Sebastian Borgeaud +157 · 74 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
5. Reducing Sentiment Bias in Language Models via Counterfactual Evaluation
   2019/11/08 by Po-Sen Huang, Huan Zhang, Huang, Po-Sen +15 · 10 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Ethics and Social Impacts of AI #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Machine Learning (cs.LG) #Topic Modeling
6. Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation
   2019/09/03 by Po-Sen Huang, Robert Stanforth, Huang, Po-Sen +13 · 4 citations
   Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
7. Knowledge Graph Completion via Complex Tensor Factorization
   2017/02/22 by Théo Trouillon, Christopher R. Dance, Trouillon, Théo +9 · 3 citations
   Computer Science · Mathematics · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques #Spectral Theory (math.SP) #Tensor decomposition and applications