Welbl, Johannes
- Training Compute-Optimal Large Language Models
2022/03/29 by Jordan Hoffmann, Sebastian Borgeaud, Hoffmann, Jordan +41 · 13 voices · 441 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning and Algorithms
- Crowdsourcing Multiple Choice Science Questions
2017/07/19 by Welbl, Johannes, Liu, Nelson F., Gardner, Matt · 116 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Machine Learning (stat.ML)
- Complex Embeddings for Simple Link Prediction
2016/06/20 by Théo Trouillon, Trouillon, Théo, Johannes Welbl +7 · 78 citations
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Topic Modeling
- 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
- Challenges in Detoxifying Language Models
2021/09/15 by Welbl, Johannes, Glaese, Amelia, Uesato, Jonathan +7 · 11 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #I.2.6 #I.2.7 #Machine Learning (cs.LG)
- Reducing Sentiment Bias in Language Models via Counterfactual Evaluation
2019/11/08 by Po-Sen Huang, Huang, Po-Sen, Huan Zhang +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
- Characteristics of Harmful Text: Towards Rigorous Benchmarking of Language Models
2022/06/16 by Rauh, Maribeth, Mellor, John, Uesato, Jonathan +9 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences
- 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
- 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
- Neural Random Forests
2016/04/25 by Biau, Gérard, Scornet, Erwan, Welbl, Johannes · 2 citations
#FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
- Consensus, dissensus and synergy between clinicians and specialist foundation models in radiology report generation
2023/11/30 by Tanno, Ryutaro, Barrett, David G. T., Sellergren, Andrew +23 · 2 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
- Making sense of sensory input
2019/10/05 by Evans, Richard, Hernandez-Orallo, Jose, Welbl, Johannes +2 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences