EBM-NLP

Dataset Information
Modalities
Texts
Languages
English
Introduced
2018
License
Unknown
Contents

Overview

EBM-NLP annotates PICO (Participants, Interventions, Comparisons and Outcomes) spans in clinical trial abstracts.
The corresponding PICO Extraction task aims to identify the spans in clinical trial abstracts that describe the respective PICO elements.

Variants: EBM-NLP

Associated Benchmarks

This dataset is used in 1 benchmark:

Recent Benchmark Submissions

Task Model Paper Date
Participant Intervention Comparison Outcome Extraction VarMAE VarMAE: Pre-training of Variational Masked … 2022-11-01
Participant Intervention Comparison Outcome Extraction PubMedBERT uncased Domain-Specific Language Model Pretraining for … 2020-07-31
Participant Intervention Comparison Outcome Extraction SciBERT (SciVocab) SciBERT: A Pretrained Language Model … 2019-03-26
Participant Intervention Comparison Outcome Extraction SciBERT (Base Vocab) SciBERT: A Pretrained Language Model … 2019-03-26
Participant Intervention Comparison Outcome Extraction bi-LSTM A Corpus with Multi-Level Annotations … 2018-06-11

Research Papers

Recent papers with results on this dataset:

External Links: