conftrace_

randomized controlled trial

23 papers

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Also known as

RCT

Co-occurring keywords

causal inference (1630) treatment effect (134) large language model (13587) treatment effect estimation (72) observational study (38) text classification (6793) doubly robust estimator (37) observational datum (109) evidence extraction (92) medical text classification (21)

Papers

Measuring Model Performance in the Presence of an Intervention AAAI 2026
GPT-4 as a Homework Tutor Can Improve Student Engagement and Learning Outcomes ACL 2025
Benchmarking Observational Studies with Experimental Data under Right-Censoring AISTATS 2024
Smoke and Mirrors in Causal Downstream Tasks NIPS 2024
FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence ACL 2024
Electronic Medical Records Assisted Digital Clinical Trial Design AISTATS 2024
Leveraging Large Language Models for Learning Complex Legal Concepts through Storytelling ACL 2024
Jointly Extracting Interventions, Outcomes, and Findings from RCT Reports with LLMs MLHC 2023
Falsification of Internal and External Validity in Observational Studies via Conditional Moment Restrictions AISTATS 2023
Task-specific experimental design for treatment effect estimation ICML 2023
Improved Policy Evaluation for Randomized Trials of Algorithmic Resource Allocation ICML 2023
Generalizing Clinical Trials with Convex Hulls CLEAR 2023
Intra-Template Entity Compatibility based Slot-Filling for Clinical Trial Information Extraction ACL 2022
Falsification before Extrapolation in Causal Effect Estimation NIPS 2022
Cluster Randomized Designs for One-Sided Bipartite Experiments NIPS 2022
Machine Learning for Variance Reduction in Online Experiments NIPS 2021
How and Why to Use Experimental Data to Evaluate Methods for Observational Causal Inference ICML 2021
DeSpin: a prototype system for detecting spin in biomedical publications ACL 2020
Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation EMNLP 2019
Inferring Which Medical Treatments Work from Reports of Clinical Trials NAACL 2019
Extracting relations between outcomes and significance levels in Randomized Controlled Trials (RCTs) publications ACL 2019
Evidence Type Classification in Randomized Controlled Trials EMNLP 2018
PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts IJCNLP 2017