conftrace_

chemical language model

6 papers

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Also known as

CLM

Co-occurring keywords · papers mentioning both

large language model (2) molecular representation (2) contrastive learning (2) selfies representation (1) validity constraint (1) contextual similarity (1) valid molecule generation (1) fingerprint vector (1) molecule retrieval (1) molecular retrieval (1)

Papers

GP-MoLFormer-Sim: Test Time Molecular Optimization Through Contextual Similarity Guidance AAAI 2026 How to Make Large Language Models Generate 100% Valid Molecules? EMNLP 2025 Two Steps from Hell: Compositionality on Chemical LMs EMNLP 2025 Could Chemical Language Models benefit from Message Passing ACL 2024 Lost in Translation: Chemical Language Models and the Misunderstanding of Molecule Structures EMNLP 2024 Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction EMNLP 2024