SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for
Clinical Trials

SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials

7 April 2024

Marco Valentino

Papers citing "SemEval-2024 Task 2: Safe Biomedical Natural Language Inference for Clinical Trials"

15 / 15 papers shown

Title
PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement Xin Quan Marco Valentino Danilo S. Carvalho Dhairya Dalal André Freitas LRM 33 0 0 05 Apr 2025
Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient's Point of View Mathilde Aguiar Pierre Zweigenbaum Nona Naderi LM&MA 44 0 0 19 Mar 2025
Lisbon Computational Linguists at SemEval-2024 Task 2: Using A Mistral 7B Model and Data Augmentation Artur Guimarães Bruno Martins João Magalhães 13 0 0 06 Aug 2024
FZI-WIM at SemEval-2024 Task 2: Self-Consistent CoT for Complex NLI in Biomedical Domain Jin Liu Steffen Thoma LRM 31 2 0 14 Jun 2024
D-NLP at SemEval-2024 Task 2: Evaluating Clinical Inference Capabilities of Large Language Models Duygu Altinok AI4MH LRM LM&MA ELM 21 1 0 07 May 2024
CRCL at SemEval-2024 Task 2: Simple prompt optimizations Clément Brutti-Mairesse L. Verlingue 25 2 0 03 May 2024
DFKI-NLP at SemEval-2024 Task 2: Towards Robust LLMs Using Data Perturbations and MinMax Training Bhuvanesh Verma Lisa Raithel 19 1 0 01 May 2024
DKE-Research at SemEval-2024 Task 2: Incorporating Data Augmentation with Generative Models and Biomedical Knowledge to Enhance Inference Robustness Yuqi Wang Zeqiang Wang Wei Wang Qi Chen Kaizhu Huang Anh Nguyen Suparna De 23 1 0 14 Apr 2024
TLDR at SemEval-2024 Task 2: T5-generated clinical-Language summaries for DeBERTa Report Analysis Spandan Das Vinay Samuel Shahriar Noroozizadeh 22 1 0 14 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
SEME at SemEval-2024 Task 2: Comparing Masked and Generative Language Models on Natural Language Inference for Clinical Trials Mathilde Aguiar Pierre Zweigenbaum Nona Naderi ELM 19 2 0 05 Apr 2024
Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4 Aryo Pradipta Gema Giwon Hong Pasquale Minervini Luke Daines Beatrice Alex 25 4 0 30 Mar 2024
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 135 130 0 15 Dec 2021
Measuring and Improving Consistency in Pretrained Language Models Yanai Elazar Nora Kassner Shauli Ravfogel Abhilasha Ravichander Eduard H. Hovy Hinrich Schütze Yoav Goldberg HILM 258 343 0 01 Feb 2021
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 187 574 0 02 May 2018