Jeffrey Heinz

11 papers · 2008–2024 · 5 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (9) 🌍 Conference Polyglot (5) 🏃 Academic Marathon (16) 🌈 Renaissance Researcher (7) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 📈 Trend Setter 💎 Century Club (11)

Conferences

ACL (7) CONLL (1) EMNLP (1) IJCNLP (1) JMLR (1)

Top co-authors

Magdalena Markowska (2) Owen Rambow (2) Garrett Nicolai (1) Guillaume Rabusseau (1) Emily Peterson (1) Hossep Dolatian (1) Chaitanya Malaviya (1) Rahul Verma (1) Ryan Cotterell (1) Tiantian Gao (1)

Keywords

finite-state transducer (3) autosegmental phonology (2) sequence classification (1) low-resource language (1) formal language (1) regular language (1) morphological analysis (1) finite-state machine (1) computational morphology (1) lexical tone (1) tonal language (1) long-distance dependency (1) neural network (1) contextual analysis (1) phonological typology (1) shupamem language (1) full reduplication (1) autosegmental tier (1) transfer learning (1) phonological modeling (1)

Papers

MLRegTest: A Benchmark for the Machine Learning of Regular Languages JMLR 2024

Finite-state Model of Shupamem Reduplication ACL 2021

Finite-state Model of Shupamem Reduplication IJCNLP 2021

The SIGMORPHON 2019 Shared Task: Morphological Analysis in Context and Cross-Lingual Transfer for Inflection ACL 2019

Proceedings of the Workshop on Deep Learning and Formal Languages: Building Bridges ACL 2019

Modeling Reduplication with 2-way Finite-State Transducers EMNLP 2018

Formal and Empirical Grammatical Inference ACL 2011

Tier-based Strictly Local Constraints for Phonology ACL 2011

Estimating Strictly Piecewise Distributions ACL 2010

String Extension Learning ACL 2010

Improving Word Segmentation by Simultaneously Learning Phonotactics CONLL 2008