Johannes Welbl

Publications by Year

Research Areas

Topic Modeling, Natural Language Processing Techniques, Advanced Graph Neural Networks, Adversarial Robustness in Machine Learning, Neural Networks and Applications

Most-Cited Works

• → Complex Embeddings for Simple Link Prediction(2016)1,127 cited
• → Training Compute-Optimal Large Language Models(2022)651 cited
• → QAngaroo (MedHop + WikiHop) - Constructing Datasets for Multi-hop Reading Comprehension Across Documents(2018)484 cited
• → Scaling Language Models: Methods, Analysis & Insights from Training Gopher(2021)242 cited
• → Knowledge graph completion via complex tensor factorization(2017)207 cited
• → Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation(2019)122 cited
• → Reducing Sentiment Bias in Language Models via Counterfactual Evaluation(2020)119 cited