An Effective Deployment of Contrastive Learning in Multi-label Text Classification

1 December 2022

Papers citing "An Effective Deployment of Contrastive Learning in Multi-label Text Classification"

7 / 7 papers shown

Title
ProtoECGNet: Case-Based Interpretable Deep Learning for Multi-Label ECG Classification with Contrastive Learning Shri Kiran Srinivasan David Chen Thomas Statchen Michael C. Burkhart Nipun Bhandari Bashar Ramadan Brett Beaulieu-Jones 37 1 0 11 Apr 2025
Improving Arabic Multi-Label Emotion Classification using Stacked Embeddings and Hybrid Loss Function Nisar Ahmed Muhammad Imran Zaman Nisar Ahmed Muhammad Imran Zaman Li Yanan Hu Hongfei Wang Shiyu Xin Liu 33 0 0 04 Oct 2024
A Debiased Nearest Neighbors Framework for Multi-Label Text Classification Zifeng Cheng Zhiwei Jiang Yafeng Yin Zhaoling Chen Cong Wang Shiping Ge Qiguo Huang Qing Gu 34 0 0 06 Aug 2024
Analyzing Persuasive Strategies in Meme Texts: A Fusion of Language Models with Paraphrase Enrichment Kota Shamanth Ramanath Nayak Leila Kosseim 31 0 0 01 Jul 2024
SpanEmo: Casting Multi-label Emotion Classification as Span-prediction Hassan Alhuzali Sophia Ananiadou 50 86 0 25 Jan 2021
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning Yujia Qin Yankai Lin Ryuichi Takanobu Zhiyuan Liu Peng Li Heng Ji Minlie Huang Maosong Sun Jie Zhou 55 125 0 30 Dec 2020
Multi-Label Sentiment Analysis on 100 Languages with Dynamic Weighting for Label Imbalance Selim F. Yilmaz E. Kaynak Aykut Koç H. Dibeklioğlu Suleyman Serdar Kozat 34 26 0 26 Aug 2020