Weakly Supervised Text Classification on Free Text Comments in Patient-Reported Outcome Measures

11 August 2023

Papers citing "Weakly Supervised Text Classification on Free Text Comments in Patient-Reported Outcome Measures"

20 / 20 papers shown

Title
Large Language Models for Patient Comments Multi-Label Classification Hajar Sakai Sarah Lam Mohammadsadegh Mikaeili Joshua Bosire Franziska Jovin LM&MA 124 1 0 21 Feb 2025
XAI-CLASS: Explanation-Enhanced Text Classification with Extremely Weak Supervision Daniel Hajialigol Hanwen Liu Xuan Wang VLM 59 5 0 31 Oct 2023
Is GPT-3 a Good Data Annotator? Bosheng Ding Chengwei Qin Linlin Liu Yew Ken Chia Shafiq Joty Boyang Albert Li Lidong Bing 74 248 0 20 Dec 2022
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 155 1,485 0 11 Mar 2022
Generating Training Data with Language Models: Towards Zero-Shot Language Understanding Yu Meng Jiaxin Huang Yu Zhang Jiawei Han SyDa 59 235 0 09 Feb 2022
True Few-Shot Learning with Prompts -- A Real-World Perspective Timo Schick Hinrich Schütze VLM 76 64 0 26 Nov 2021
Weakly-supervised Text Classification Based on Keyword Graph Lu Zhang Jiandong Ding Yi Xu Yingyao Liu Shuigeng Zhou OffRL OOD 76 56 0 06 Oct 2021
Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error Estimation Yiping Jin Akshay Bhatia Dittaya Wanvarie 74 9 0 20 Apr 2021
skweak: Weak Supervision Made Easy for NLP Pierre Lison Jeremy Barnes A. Hubin 48 44 0 19 Apr 2021
X-Class: Text Classification with Extremely Weak Supervision Zihan Wang Dheeraj Mekala Jingbo Shang 62 80 0 24 Oct 2020
Text Classification Using Label Names Only: A Language Model Self-Training Approach Yu Meng Yunyi Zhang Jiaxin Huang Chenyan Xiong Heng Ji Chao Zhang Jiawei Han VLM 67 76 0 14 Oct 2020
COMETA: A Corpus for Medical Entity Linking in the Social Media Marco Basaldella Fangyu Liu Ehsan Shareghi Nigel Collier 52 86 0 07 Oct 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 57 72 0 05 Aug 2020
Keyword-based Topic Modeling and Keyword Selection Xingyu Wang Lida Zhang Diego Klabjan BDL 49 3 0 22 Jan 2020
Deep Short Text Classification with Knowledge Powered Attention Jindong Chen Yizhou Hu Jingping Liu Yanghua Xiao Haiyun Jiang 37 140 0 21 Feb 2019
Weakly-Supervised Neural Text Classification Yu Meng Jiaming Shen Chao Zhang Jiawei Han 71 188 0 02 Sep 2018
Anchored Correlation Explanation: Topic Modeling with Minimal Domain Knowledge Ryan J. Gallagher Kyle Reing David C. Kale Greg Ver Steeg 138 173 0 30 Nov 2016
SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods Marzieh Saeidi Guillaume Bouchard Maria Liakata Sebastian Riedel 42 144 0 12 Oct 2016
Yelp Dataset Challenge: Review Rating Prediction Nabiha Asghar 53 169 0 17 May 2016
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 268 6,113 0 04 Sep 2015