Colin de la Higuera

5 papers · 2008–2024 · 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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+4 more ↓

🐣 Hot Topic Early Bird 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🌍 Conference Polyglot · Bronze

🌱 Topic Pioneer 🌟 Keyword Trendsetter Combo (3) 🧭 Keyword Pioneer 📈 Trend Setter

Venues

JMLR (2) ACL (1) EMNLP (1) ICML (1)

Top co-authors

John Shawe-Taylor (1) Jean-Christophe Janodet (1) Menno van Zannen (1) Dorota Głowacka (1) Reda Marzouk (1) James Scicluna (1) Frédéric Tantini (1) Alex Clark (1) Leonor Becerra-Bonache (1) Jeffrey Heinz (1)

Research topics

Computer Science (2) Machine Learning (2) Mathematics & Optimization (2) Natural Language Processing (2) Foundations (2) Optimization (2) Understanding (2) Core Methods (1) Generation (1) Learning Types (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

language learning (2) language model induction (1) language acquisition (1) grammar induction (1) weighted automata (1) polynomial time (1) decision tree (1) formal language (1) edit distance (1) probabilistic context-free grammar (1) grammatical inference (1) syntactic pattern recognition (1) natural language acquisition (1) correction query (1) angluin mat (1) string learning (1) disjoint dnfs (1) markovian (1) unsupervised parsing (1) shap (1)

Papers

On the Tractability of SHAP Explanations under Markovian Distributions ICML 2024 PCFG Induction for Unsupervised Parsing and Language Modelling EMNLP 2014 Formal and Empirical Grammatical Inference ACL 2011 Introduction to the Special Topic on Grammar Induction, Representation of Language and Language Learning JMLR 2011 Learning Balls of Strings from Edit Corrections JMLR 2008