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Ben Wu

4 papers · 2023–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze

Venues

EMNLP (1) JMLR (1) NeurIPS (1) SemEval (1)

Top co-authors

Xingyi Song (3) Kalina Bontcheva (2) Carolina Scarton (2) Jian Kang (1) Mrinmaya Sachan (1) Keru Wu (1) Freddy Heppell (1) Alessandro Stolfo (1) Yonatan Belinkov (1) Wes Gurnee (1)

Research topics

Machine Learning (3) Core Methods (3) Optimization & Theory (2) Artificial Intelligence (1) Deep Learning (1) Natural Language Processing (1) Architectures (1) Core AI (1) Learning Types (1) Resources & Methods (1)

Keywords

ensemble learning (1) text classification (1) model calibration (1) persuasion detection (1) posterior consistency (1) stochastic gradient langevin dynamics (1) bayesian neural network (1) soft label (1) token frequency (1) layer normalization (1) classifier calibration (1) label ambiguity (1) multilingual model (1) annotation disagreement (1) annotator disagreement (1) logit scaling (1) large language model (1) transformer model (1) single-label classification (1) entropy neuron (1)

Papers

Bayesian Scalar-on-Image Regression with a Spatially Varying Single-layer Neural Network Prior JMLR 2025 Confidence Regulation Neurons in Language Models NeurIPS 2024 Don’t waste a single annotation: improving single-label classifiers through soft labels EMNLP 2023 SheffieldVeraAI at SemEval-2023 Task 3: Mono and Multilingual Approaches for News Genre, Topic and Persuasion Technique Classification SemEval 2023