SwellShark: A Generative Model for Biomedical Named Entity Recognition
without Labeled Data

SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data

20 April 2017

Jason Alan Fries

Alex Ratner

Christopher Ré

Papers citing "SwellShark: A Generative Model for Biomedical Named Entity Recognition without Labeled Data"

16 / 16 papers shown

Title
Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models Ran Xu Hejie Cui Yue Yu Xuan Kan Wenqi Shi Yuchen Zhuang Wei Jin Joyce C. Ho Carl Yang 69 14 0 28 Jan 2025
What Do Patients Say About Their Disease Symptoms? Deep Multilabel Text Classification With Human-in-the-Loop Curation for Automatic Labeling of Patient Self Reports of Problems Lakshmi Arbatti Abhishek Hosamath Vikram Ramanarayanan I. Shoulson 21 2 0 08 May 2023
Coarse-to-fine Knowledge Graph Domain Adaptation based on Distantly-supervised Iterative Training Homgmin Cai Wenxiong Liao Zheng Liu Yiyang Zhang Xiaoke Huang ... Lingfei Wu Ninghao Liu Quanzheng Li Tianming Liu Xiang Li 7 20 0 05 Nov 2022
Automatic Creation of Named Entity Recognition Datasets by Querying Phrase Representations Hyunjae Kim J. Yoo Seunghyun Yoon Jaewoo Kang 19 3 0 14 Oct 2022
SCL-RAI: Span-based Contrastive Learning with Retrieval Augmented Inference for Unlabeled Entity Problem in NER Shuzheng Si Shuang Zeng Jiaxing Lin Baobao Chang RALM 41 11 0 04 Sep 2022
Optimizing Bi-Encoder for Named Entity Recognition via Contrastive Learning Sheng Zhang Hao Cheng Jianfeng Gao Hoifung Poon 30 47 0 30 Aug 2022
WRENCH: A Comprehensive Benchmark for Weak Supervision Jieyu Zhang Yue Yu Yinghao Li Yujing Wang Yaming Yang Mao Yang Alexander Ratner 22 110 0 23 Sep 2021
WALNUT: A Benchmark on Semi-weakly Supervised Learning for Natural Language Understanding Guoqing Zheng Giannis Karamanolakis Kai Shu Ahmed Hassan Awadallah SSL 21 1 0 28 Aug 2021
Weakly Supervised Named Entity Tagging with Learnable Logical Rules Jiacheng Li Haibo Ding Jingbo Shang Julian McAuley Zhe Feng NAI 21 37 0 05 Jul 2021
Learning from Miscellaneous Other-Class Words for Few-shot Named Entity Recognition Meihan Tong Shuai Wang Bin Xu Yixin Cao Minghui Liu Lei Hou Juan-Zi Li 31 51 0 29 Jun 2021
Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data Haoming Jiang Danqing Zhang Tianyu Cao Bing Yin T. Zhao NoLa 27 44 0 16 Jun 2021
skweak: Weak Supervision Made Easy for NLP Pierre Lison Jeremy Barnes A. Hubin 21 43 0 19 Apr 2021
LIREx: Augmenting Language Inference with Relevant Explanation Xinyan Zhao V. Vydiswaran LRM 23 37 0 16 Dec 2020
Ontology-driven weak supervision for clinical entity classification in electronic health records Jason Alan Fries E. Steinberg S. Khattar Scott L. Fleming J. Posada A. Callahan N. Shah 11 72 0 05 Aug 2020
Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping Joel Mathew Shobeir Fakhraei J. Ambite 27 14 0 01 Jun 2019
Terminologies augmented recurrent neural network model for clinical named entity recognition Ivan Lerner N. Paris Xavier Tannier 41 37 0 25 Apr 2019