Enhancing Robustness in Biomedical NLI Models: A Probing Approach for Clinical Trials

4 February 2024

Papers citing "Enhancing Robustness in Biomedical NLI Models: A Probing Approach for Clinical Trials"

7 / 7 papers shown

Title
Estimating the Causal Effects of Natural Logic Features in Neural NLI Models Julia Rozanova Marco Valentino André Freitas CML 64 4 0 15 May 2023
Sebis at SemEval-2023 Task 7: A Joint System for Natural Language Inference and Evidence Retrieval from Clinical Trial Reports Juraj Vladika Florian Matthes 74 14 0 25 Apr 2023
RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning Soumya Sanyal Zeyi Liao Xiang Ren ELM ReLM LRM 84 21 0 25 May 2022
Does My Representation Capture X? Probe-Ably Deborah Ferreira Julia Rozanova Mokanarangan Thayaparan Marco Valentino André Freitas 33 11 0 12 Apr 2021
Tasty Burgers, Soggy Fries: Probing Aspect Robustness in Aspect-Based Sentiment Analysis Xiaoyu Xing Zhijing Jin Di Jin Bingning Wang Qi Zhang Xuanjing Huang CoGe 57 44 0 16 Sep 2020
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection Shauli Ravfogel Yanai Elazar Hila Gonen Michael Twiton Yoav Goldberg 138 388 0 16 Apr 2020
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 141 1,409 0 28 Nov 2019