⚕️What if evaluation #metrics for text simplification focused on understanding the gist of biomedical texts?

We present “SciGisPy,” a gist-based metric for biomedical text evaluation.

📄: shorturl.at/dss4Z

#EMNLP2024 #nlp #nlpproc #biomedical #clinical #textsimplification #gist #metric #evaluation

🔄 Interaction Loop:

The agents collaborate through an iterative refinement loop:
1️⃣ Propose: Agents generate initial simplifications independently.
2️⃣ Evaluate: Feedback is collected via scoring mechanisms.
3️⃣ Refine: Agents adjust simplifications based on collective input.

🔬 The “Society of Medical Simplifiers” builds on the idea that multiple specialized agents can collaborate to simplify medical texts. Each agent has a unique role, ensuring a balance between clarity and technical accuracy.
Here’s how it works: 👇