Kathryn Kelley

5 papers · 2021–2024 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

ACL (3) COLING (1) EMNLP (1)

Top co-authors

Logan Born (5) Anoop Sarkar (5) M. Willis Monroe (4) M. Monroe (1)

Research topics

Machine Learning (4) Core Methods (3) Learning Types · Machine Learning (3) Deep Learning (2) Interdisciplinary (2) Architectures (2) Digital Humanities (2) Artificial Intelligence (1) Core AI (1) Learning Types · Deep Learning (1) Linguistics (1) Optimization & Theory (1)

Keywords

ancient script (2) representation learning (2) proto-elamite script (2) unsupervised clustering (1) deep clustering (1) data imbalance (1) visual feature (1) contextual feature (1) document structure (1) script analysis (1) unsupervised sequence modeling (1) document structure identification (1) statistical sequence modeling (1) undeciphered script analysis (1) cognate alignment (1) bootstrapping classifier (1) numeral disambiguation (1) unsupervised deep clustering (1) accounting corpus (1) ancient text analysis (1)

Papers

Towards Fast Cognate Alignment on Imbalanced Data COLING 2024 Disambiguating Numeral Sequences to Decipher Ancient Accounting Corpora ACL 2023 Learning the Character Inventories of Undeciphered Scripts Using Unsupervised Deep Clustering ACL 2023 Sequence Models for Document Structure Identification in an Undeciphered Script EMNLP 2022 Compositionality of Complex Graphemes in the Undeciphered Proto-Elamite Script using Image and Text Embedding Models ACL 2021