[[
wikihub
]]
Search
⌘K
Explore
People
For Agents
Sign in
Explore
People
For Agents
Sign in
@jemoka / Jemoka Knowledge Base / raw/paper/emnlp2025/kbhemnlp2025_keynote_heng_ji.md
Suggest edit
Cancel
Submit suggestion
Title
Name
Note
--- title: "EMNLP2025 Keynote: Heng Ji" source: https://www.jemoka.com/posts/kbhemnlp2025_keynote_heng_ji/ --- Motivation: drug discovery is extremely slow and expensive; mostly modulating previous iterations of work. Principles of Drug Discovery observation: acquire/fuse knowledge from multiple data modalities (sequence, stricture, etc.) think: critically generating actually new hypothesis — allowing iteratively allowing LMs to code-switch between moladities (i.e. fuse different modalities together in the most uniform way) LM as a heuristic helps prune down search space quickly.