Carl Edwards
12 papers · 2021–2025 · 7 venues · across top CS/AI venues
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Artificial Intelligence
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large language model
(4)
multimodal learning
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language model
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natural language processing
(2)
event extraction
(2)
scientific literature
(2)
text generation
(1)
self-supervised learning
(1)
semi-supervised learning
(1)
cross-modal learning
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cross-modal retrieval
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theoretical analysis
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natural language
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monte carlo tree search
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tokenization
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Papers
Geometry Informed Tokenization of Molecules for Language Model Generation
ICML 2025
CHEMREASONER: Heuristic Search over a Large Language Model’s Knowledge Space using Quantum-Chemical Feedback
ICML 2024
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
NeurIPS 2024
Language + Molecules
EACL 2024
L+M-24: Building a Dataset for Language+Molecules @ ACL 2024
ACL 2024
Towards a Human-Computer Collaborative Scientific Paper Lifecycle: A Pilot Study and Hands-On Tutorial
COLING 2024
Defining a New NLP Playground
EMNLP 2023
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design
EMNLP 2023
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention
EACL 2023
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios
NAACL 2022
Translation between Molecules and Natural Language
EMNLP 2022
Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries
EMNLP 2021