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Clinical Trial Plausibility on Clinical Trial Abstracts (test)

Clinical Trial Plausibility on Clinical Trial Abstracts (test)

48Win Rate (Exp 1)ctELM

Updated 8mo ago

Evaluation results

Method	Links
ctELM2026.01		48	40	44
Vec2Text-sect-ft2026.01		0	4	2

State-of-the-art paper

ctELM

ctELM: Decoding and Manipulating Embeddings of Clinical Trials with Embedding Language Models

Dataset

Clinical Trial Abstracts

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Related benchmarks

Embedding-to-Abstract Reconstruction on PubMedRCT (test)Abstract Generation from Embeddings on 5-task 1.2M dataset Embedding-to-Section Reconstruction (emb2sec) on PubMedRCT (test)Embedding-to-Conclusion Reconstruction (emb2com) on PubMedRCT (test)Embedding-to-Difference Reconstruction (emb2dif) on PubMedRCT (test)

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