James Wexler

4 papers · 2018–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

ACL (1) EMNLP (1) ICML (1) NeurIPS (1)

Top co-authors

Ann Yuan (2) Been Kim (2) Sebastian Gehrmann (1) Tolga Bolukbasi (1) Emily Reif (1) Martin Wattenberg (1) Justin Gilmer (1) Mahima Pushkarna (1) Fernanda Viégas (1) Amirata Ghorbani (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Deep Learning (2) Natural Language Processing (2) Application Areas (2) Applications (1) Architectures (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Resources & Methods (1)

Keywords

image classification (1) concept-based explanation (1) feature importance (1) neural network interpretability (1) model interpretability (1) visual concept (1) local explanation (1) parameter-efficient fine-tuning (1) mixture of expert (1) prompt optimization (1) counterfactual generation (1) nlp model (1) neural network (1) concept activation vector (1) testing with cav (1) semantic routing (1) constitutional principle (1) principle-based prompt (1) aggregate analysis (1)

Papers

ConstitutionalExperts: Training a Mixture of Principle-based Prompts ACL 2024 The Language Interpretability Tool: Extensible, Interactive Visualizations and Analysis for NLP Models EMNLP 2020 Towards Automatic Concept-based Explanations NeurIPS 2019 Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) ICML 2018