Klemens Böhm

4 papers · 2014–2024 · 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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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

CoNLL (1) EMNLP (1) ICML (1) NeurIPS (1)

Top co-authors

Carlos Mullov (1) Michael Beigl (1) Jueun Lee (1) Jianfeng Gao (1) Tu Anh Dinh (1) Fabian Peller-Konrad (1) Nathan Lerzer (1) Tamim Asfour (1) Federico Matteucci (1) Emmanuel Müller (1)

Research topics

Machine Learning (4) Core Methods (3) Artificial Intelligence (1) Data Science & Analytics (1) Natural Language Processing (1) Application Areas (1) Applications (1) Core AI (1) Generation (1) Learning Types (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

statistical learning (1) benchmark evaluation (1) binary classification (1) multilingual nlp (1) multivariate analysis (1) feature encoding (1) word embedding (1) correlation analysis (1) multilingual benchmark (1) scientific reasoning (1) automatic grading (1) embedding quality (1) large language model (1) exam grading (1) n-gram corpus (1) maximal correlation (1) categorical encoder (1) scientific exam (1)

Papers

SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading EMNLP 2024 A benchmark of categorical encoders for binary classification NeurIPS 2023 Resources to Examine the Quality of Word Embedding Models Trained on n-Gram Data CoNLL 2018 Multivariate Maximal Correlation Analysis ICML 2014