19 citations · 59 across the 19 of their papers we have counts for
3 papers · 1 filter
ProteinJEPA: Latent prediction complements protein language models
Dan Ofer, Dafna Shahaf, Michal Linial
Protein language models are trained primarily with masked language modeling (MLM), which predicts amino-acid identities at masked positions. We ask whether latent-space prediction…
The Lean Data Scientist: Recent Advances towards Overcoming the Data Bottleneck
Chen Shani, Jonathan Zarecki, Dafna Shahaf
Machine learning (ML) is revolutionizing the world, affecting almost every field of science and industry. Recent algorithms (in particular, deep networks) are increasingly data-hun…
Playing by the Book: An Interactive Game Approach for Action Graph Extraction from Text
Ronen Tamari, Hiroyuki Shindo, Dafna Shahaf +1
Understanding procedural text requires tracking entities, actions and effects as the narrative unfolds. We focus on the challenging real-world problem of action-graph extraction fr…