Rampi Ramprasad
5 papers · 2023–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(4)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(10)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
EMNLP (2)
ICML (1)
NAACL (1)
NIPS (1)
Top co-authors
Keywords
relation extraction
(2)
named entity recognition
(2)
property prediction
(2)
prompt engineering
(1)
text generation
(1)
language model
(1)
molecular representation learning
(1)
equivariant transformer
(1)
molecular modeling
(1)
entity annotation
(1)
generative design
(1)
scientific information extraction
(1)
polymer design
(1)
molecular language model
(1)
polymer material
(1)
structured text generation
(1)
3d molecular conformation
(1)
zero-shot learning
(1)
atomic force
(1)
structured prediction
(1)
Papers
polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design
EMNLP 2025
LLM-Augmented Chemical Synthesis and Design Decision Programs
ICML 2025
A Simple but Effective Approach to Improve Structured Language Model Output for Information Extraction
EMNLP 2024
POLYIE: A Dataset of Information Extraction from Polymer Material Scientific Literature
NAACL 2024
May the Force be with You: Unified Force-Centric Pre-Training for 3D Molecular Conformations
NIPS 2023