Self-Verification Improves Few-Shot Clinical Information Extraction

Self-Verification Improves Few-Shot Clinical Information Extraction

30 May 2023

Tristan Naumann

Papers citing "Self-Verification Improves Few-Shot Clinical Information Extraction"

11 / 11 papers shown

Title
Entity Decomposition with Filtering: A Zero-Shot Clinical Named Entity Recognition Framework Reza Averly Xia Ning 105 2 0 21 Feb 2025
CriSPO: Multi-Aspect Critique-Suggestion-guided Automatic Prompt Optimization for Text Generation Han He Qianchu Liu Lei Xu Chaitanya P. Shivade Yi Zhang S. Srinivasan Katrin Kirchhoff 26 1 0 03 Oct 2024
Towards Detecting LLMs Hallucination via Markov Chain-based Multi-agent Debate Framework Xiaoxi Sun Jinpeng Li Yan Zhong Dongyan Zhao Rui Yan LLMAG HILM 24 5 0 05 Jun 2024
A Survey on Self-Evolution of Large Language Models Zhengwei Tao Ting-En Lin Xiancai Chen Hangyu Li Yuchuan Wu Yongbin Li Zhi Jin Fei Huang Dacheng Tao Jingren Zhou LRM LM&Ro 49 21 0 22 Apr 2024
Extracting Social Determinants of Health from Pediatric Patient Notes Using Large Language Models: Novel Corpus and Methods Yujuan Fu Giridhar Kaushik Ramachandran Nicholas J. Dobbins Namu Park Michael Leu Abby R. Rosenberg K. Lybarger Fei Xia Özlem Uzuner Meliha Yetisgen 31 4 0 31 Mar 2024
Surpassing GPT-4 Medical Coding with a Two-Stage Approach Zhichao Yang S. S. Batra Joel Stremmel Eran Halperin ELM 22 5 0 22 Nov 2023
GPT is becoming a Turing machine: Here are some ways to program it A. Jojic Zhen Wang Nebojsa Jojic LRM 47 17 0 25 Mar 2023
$k$ NN Prompting: Beyond-Context Learning with Calibration-Free Nearest Neighbor Inference Benfeng Xu Quan Wang Zhendong Mao Yajuan Lyu Qiaoqiao She Yongdong Zhang 85 28 0 24 Mar 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! Yubo Ma Yixin Cao YongChing Hong Aixin Sun RALM 80 135 0 15 Mar 2023
Large Language Models are Few-Shot Clinical Information Extractors Monica Agrawal S. Hegselmann Hunter Lang Yoon Kim David Sontag BDL LM&MA 154 332 0 25 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 303 11,881 0 04 Mar 2022