Rampi Ramprasad
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Keywords
property prediction
(2)
named entity recognition
(2)
relation extraction
(2)
prompt engineering
(1)
text generation
(1)
multi-step planning
(1)
language model
(1)
molecular representation learning
(1)
equivariant transformer
(1)
molecular modeling
(1)
entity annotation
(1)
reaction pathway
(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)
atomic force
(1)
Papers
LLM-Augmented Chemical Synthesis and Design Decision Programs
ICML 2025
polyBART: A Chemical Linguist for Polymer Property Prediction and Generative Design
EMNLP 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
NeurIPS 2023