PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts

17 October 2017

Papers citing "PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts"

30 / 30 papers shown

Title
Diversity-Oriented Data Augmentation with Large Language Models Zaitian Wang Jinghan Zhang Xinhao Zhang Kunpeng Liu Pengfei Wang Yuanchun Zhou 80 1 0 17 Feb 2025
Rapid Biomedical Research Classification: The Pandemic PACT Advanced Categorisation Engine Omid Rohanian Mohammadmahdi Nouriborji Olena Seminog Rodrigo Furst Thomas Mendy ... Georgina Humphreys E. Antonio Adrian Bucher Alice Norton David A. Clifton 60 1 0 14 Jul 2024
Rethinking Scientific Summarization Evaluation: Grounding Explainable Metrics on Facet-aware Benchmark Preslav Nakov Tairan Wang Qingqing Zhu Taicheng Guo Shen Gao Zhiyong Lu Xin Gao Xiangliang Zhang 80 2 0 22 Feb 2024
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains Marcio Fonseca Shay B. Cohen ALM 27 6 0 15 Nov 2023
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification Yongxin Huang Kexin Wang Sourav Dutta Raj Nath Patel Goran Glavas Iryna Gurevych VLM 22 4 0 01 Nov 2023
An Empirical Study of AI Generated Text Detection Tools Arslan Akram DeLMO 34 29 0 27 Sep 2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications Saed Rezayi Zheng Liu Zihao Wu Chandra Dhakal Bao Ge ... Gengchen Mai Ninghao Liu Chen Zhen Tianming Liu Sheng Li 28 32 0 20 Jun 2023
Mixture-of-Domain-Adapters: Decoupling and Injecting Domain Knowledge to Pre-trained Language Models Memories Shizhe Diao Tianyang Xu Ruijia Xu Jiawei Wang Tong Zhang MoE AI4CE 13 36 0 08 Jun 2023
Good Data, Large Data, or No Data? Comparing Three Approaches in Developing Research Aspect Classifiers for Biomedical Papers S. Chandrasekhar Huang Chieh-Yang Ting-Hao 'Kenneth' Huang 29 2 0 07 Jun 2023
Increasing Diversity While Maintaining Accuracy: Text Data Generation with Large Language Models and Human Interventions John Joon Young Chung Ece Kamar Saleema Amershi ALM 39 113 0 07 Jun 2023
Farewell to Aimless Large-scale Pretraining: Influential Subset Selection for Language Model Xiao Wang Wei Zhou Qi Zhang Jie Zhou Songyang Gao Junzhe Wang Menghan Zhang Xiang Gao Yunwen Chen Tao Gui 43 7 0 22 May 2023
Unsupervised Scientific Abstract Segmentation with Normalized Mutual Information Yingqiang Gao Jessica Lam Nianlong Gu Richard H. R. Hahnloser 20 0 0 19 May 2023
Mask-guided BERT for Few Shot Text Classification Wenxiong Liao Zheng Liu Haixing Dai Zihao Wu Yiyang Zhang ... Dajiang Zhu Tianming Liu Sheng Li Xiang Li Hongmin Cai VLM 47 39 0 21 Feb 2023
Data Selection for Language Models via Importance Resampling Sang Michael Xie Shibani Santurkar Tengyu Ma Percy Liang 44 173 0 06 Feb 2023
AI vs. Human -- Differentiation Analysis of Scientific Content Generation Yongqiang Ma Jiawei Liu Fan Yi Qikai Cheng Yong Huang Wei Lu Xiaozhong Liu DeLMO 12 59 0 24 Jan 2023
G-MAP: General Memory-Augmented Pre-trained Language Model for Domain Tasks Zhongwei Wan Yichun Yin Wei Zhang Jiaxin Shi Lifeng Shang Guangyong Chen Xin Jiang Qun Liu VLM CLL 36 16 0 07 Dec 2022
Uncertainty Sentence Sampling by Virtual Adversarial Perturbation Han Zhang Zhen Zhang Hongfei Jiang Yang Song 28 0 0 26 Oct 2022
Making Science Simple: Corpora for the Lay Summarisation of Scientific Literature Tomas Goldsack Zhihao Zhang Chenghua Lin Carolina Scarton 32 74 0 18 Oct 2022
Review of Natural Language Processing in Pharmacology D. Trajanov Vangel Trajkovski Makedonka Dimitrieva Jovana Dobreva Milos Jovanovik Matej Klemen Alevs vZagar Marko Robnik-vSikonja LM&MA 36 7 0 22 Aug 2022
CORWA: A Citation-Oriented Related Work Annotation Dataset Xiangci Li Biswadip Mandal Jessica Ouyang 33 18 0 07 May 2022
Diversity Enhanced Active Learning with Strictly Proper Scoring Rules Wei Tan Lan Du Wray L. Buntine 16 30 0 27 Oct 2021
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora Xisen Jin Dejiao Zhang Henghui Zhu Wei Xiao Shang-Wen Li Xiaokai Wei Andrew O. Arnold Xiang Ren KELM CLL 31 112 0 16 Oct 2021
Paperswithtopic: Topic Identification from Paper Title Only Daehyun Cho C. Wallraven 21 0 0 09 Oct 2021
GPT-3 Models are Poor Few-Shot Learners in the Biomedical Domain M. Moradi Kathrin Blagec F. Haberl Matthias Samwald LM&MA AI4MH 36 65 0 06 Sep 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP Jiaao Chen Derek Tam Colin Raffel Joey Tianyi Zhou Diyi Yang 30 172 0 14 Jun 2021
Cross-Domain Multi-Task Learning for Sequential Sentence Classification in Research Papers Arthur Brack Anett Hoppe Pascal Buschermöhle Ralph Ewerth 27 18 0 11 Feb 2021
Cold-start Active Learning through Self-supervised Language Modeling Michelle Yuan Hsuan-Tien Lin Jordan L. Boyd-Graber 116 180 0 19 Oct 2020
CODA-19: Using a Non-Expert Crowd to Annotate Research Aspects on 10,000+ Abstracts in the COVID-19 Open Research Dataset Ting-Hao 'Kenneth' Huang Huang Chieh-Yang C. C. Ding Yen-Chia Hsu C. Lee Giles 27 14 0 05 May 2020
Layerwise Relevance Visualization in Convolutional Text Graph Classifiers Robert Schwarzenberg Marc Hübner David Harbecke Christoph Alt Leonhard Hennig FAtt GNN 12 69 0 24 Sep 2019
Pretrained Language Models for Sequential Sentence Classification Arman Cohan Iz Beltagy Daniel King Bhavana Dalvi Daniel S. Weld 24 128 0 09 Sep 2019