Kelly Lockhart

3 papers · 2024–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 👥 Mega-Team · Squad

Venues

AACL (2) EMNLP (1)

Top co-authors

Alberto Accomazzi (3) Felix Grezes (3) Tirthankar Ghosal (2) Panagiotis Vagenas (1) Rong Zhang (1) Ethan Seefried (1) Bishwaranjan Bhattacharjee (1) Sylvain V. Costes (1) Jennifer Lynn Bartlett (1) Megan Ansdell (1)

Research topics

Natural Language Processing (3) Applications (2) Deep Learning (1) Machine Learning (1) Application Areas (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Resources & Methods (1)

Keywords

contrastive learning (1) domain adaptation (1) natural language processing (1) text classification (1) knowledge distillation (1) information extraction (1) named entity recognition (1) information retrieval (1) text embedding (1) knowledge discovery (1) scientific publication (1) scientific text (1) domain-specific language model (1) large language model (1) bibliometric analysis (1) scientific nlp (1) bibliographic dataset (1)

Papers

Overview of the Third Workshop for Artificial Intelligence for Scientific Publications AACL 2025 Overview of TRACS: the Telescope Reference and Astronomy Categorization Dataset & Shared Task AACL 2025 INDUS: Effective and Efficient Language Models for Scientific Applications EMNLP 2024