Evidence Inference 2.0: More Data, Better Models

Evidence Inference 2.0: More Data, Better Models

8 May 2020

Benjamin E. Nye

Iain J. Marshall

Byron C. Wallace

Papers citing "Evidence Inference 2.0: More Data, Better Models"

14 / 14 papers shown

Title
Using LLMs to label medical papers according to the CIViC evidence model Markus Hisch Xing David Wang 33 0 0 05 Jul 2024
SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials Mael Jullien Marco Valentino André Freitas LM&MA 36 41 0 07 Apr 2024
IITK at SemEval-2024 Task 2: Exploring the Capabilities of LLMs for Safe Biomedical Natural Language Inference for Clinical Trials Shreyasi Mandal Ashutosh Modi LRM ELM 30 3 0 06 Apr 2024
CARE: Extracting Experimental Findings From Clinical Literature Aakanksha Naik Bailey Kuehl Erin Bransom Doug Downey Tom Hope 28 1 0 16 Nov 2023
Do Multi-Document Summarization Models Synthesize? Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 16 8 0 31 Jan 2023
CCS Explorer: Relevance Prediction, Extractive Summarization, and Named Entity Recognition from Clinical Cohort Studies Irfan Al-Hussaini D. An Albert Lee Sarah Bi Cassie S. Mitchell 9 7 0 01 Nov 2022
SuMe: A Dataset Towards Summarizing Biomedical Mechanisms Mohaddeseh Bastan N. Shankar Mihai Surdeanu Niranjan Balasubramanian 21 3 0 10 May 2022
Predicting Intervention Approval in Clinical Trials through Multi-Document Summarization Georgios Katsimpras G. Paliouras 8 5 0 01 Apr 2022
MultiVerS: Improving scientific claim verification with weak supervision and full-document context David Wadden Bertie Vidgen Lucy Lu Wang Dirk Hovy J. Pierrehumbert Hannaneh Hajishirzi 27 149 0 02 Dec 2021
Literature-Augmented Clinical Outcome Prediction Aakanksha Naik Sravanthi Parasa Sergey Feldman Lucy Lu Wang Tom Hope LM&MA 18 25 0 16 Nov 2021
Diagnostics-Guided Explanation Generation Pepa Atanasova J. Simonsen Christina Lioma Isabelle Augenstein LRM FAtt 36 6 0 08 Sep 2021
PAWLS: PDF Annotation With Labels and Structure Mark Neumann Zejiang Shen Sam Skjonsberg 11 19 0 25 Jan 2021
Unsupervised Data Augmentation with Naive Augmentation and without Unlabeled Data David Lowell Brian Howard Zachary Chase Lipton Byron C. Wallace 19 23 0 22 Oct 2020
Predicting Clinical Trial Results by Implicit Evidence Integration Qiao Jin Chuanqi Tan Mosha Chen Xiaozhong Liu Songfang Huang 10 8 0 12 Oct 2020