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Jeffrey Heer

6 papers · 2013–2024 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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+1 more ↓ 🌍 Conference Polyglot Β· Bronze πŸƒ Academic Marathon Β· Half πŸŒ‰ Interdisciplinary Bridge Β· Bronze πŸ—ΊοΈ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird
πŸš€ Conference Pioneer

Venues

ACL (2) EMNLP (2) ICML (1) NAACL (1)

Top co-authors

Jason Chuang (3) Daniel Weld (2) Tongshuang Wu (2) Marco Tulio Ribeiro (2) Mike A Merrill (1) Christopher Manning (1) Teng Wu (1) Richard-John Lin (1) Margaret E. Roberts (1) Rebecca Weiss (1)

Research topics

Machine Learning (4) Application Areas (3) Artificial Intelligence (2) Core AI (2) Deep Learning (1) Interdisciplinary (1) Core Methods (1) Learning Types Β· Deep Learning (1) Learning Types Β· Machine Learning (1) Linguistics (1) Optimization & Theory (1)

Keywords

reproducible research (1) benchmark evaluation (1) natural language processing (1) latent dirichlet allocation (1) data augmentation (1) model evaluation (1) topic model (1) language model (1) language model agent (1) model explanation (1) scientific discovery (1) counterfactual generation (1) error analysis (1) text perturbation (1) code execution (1) text augmentation (1) gpt-2 fine-tuning (1) nlp model (1) interactive tool (1) counterfactual rewriting (1)

Papers

BLADE: Benchmarking Language Model Agents for Data-Driven Science EMNLP 2024 Polyjuice: Generating Counterfactuals for Explaining, Evaluating, and Improving Models ACL 2021 Errudite: Scalable, Reproducible, and Testable Error Analysis ACL 2019 TopicCheck: Interactive Alignment for Assessing Topic Model Stability NAACL 2015 Human Effort and Machine Learnability in Computer Aided Translation EMNLP 2014 Topic Model Diagnostics: Assessing Domain Relevance via Topical Alignment ICML 2013