Carl Edwards
12 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
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EMNLP (4)
EACL (2)
ICML (2)
ACL (1)
COLING (1)
NAACL (1)
NIPS (1)
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Research topics
Keywords
large language model
(3)
multimodal learning
(3)
language model
(3)
natural language processing
(2)
event extraction
(2)
scientific literature
(2)
text generation
(1)
self-supervised learning
(1)
semi-supervised learning
(1)
multi-modal learning
(1)
cross-modal retrieval
(1)
theoretical analysis
(1)
natural language
(1)
monte carlo tree search
(1)
vision-language model
(1)
cross-modal learning
(1)
semantic embedding
(1)
text representation
(1)
generative model
(1)
combinatorial search
(1)
Papers
Geometry Informed Tokenization of Molecules for Language Model Generation
ICML 2025
Towards a Human-Computer Collaborative Scientific Paper Lifecycle: A Pilot Study and Hands-On Tutorial
COLING 2024
CHEMREASONER: Heuristic Search over a Large Language Modelβs Knowledge Space using Quantum-Chemical Feedback
ICML 2024
Language + Molecules
EACL 2024
Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
NIPS 2024
L+M-24: Building a Dataset for Language+Molecules @ ACL 2024
ACL 2024
Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention
EACL 2023
Defining a New NLP Playground
EMNLP 2023
Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design
EMNLP 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