Joint Embedding of Words and Labels for Text Classification

10 May 2018

Lawrence Carin

Papers citing "Joint Embedding of Words and Labels for Text Classification"

45 / 45 papers shown

Title
UniMoCo: Unified Modality Completion for Robust Multi-Modal Embeddings Jiajun Qin Yuan Pu Zhuolun He Seunggeun Kim David Z. Pan Bei Yu 12 0 0 17 May 2025
Semantic-Enhanced Relational Metric Learning for Recommender Systems Mingming Li Fuqing Zhu Feng Yuan Songlin Hu 48 0 0 07 Jun 2024
Time-Series JEPA for Predictive Remote Control under Capacity-Limited Networks Abanoub M. Girgis Álvaro Valcarce Mehdi Bennis AI4TS 35 3 0 07 Jun 2024
Cross-modal Cognitive Consensus guided Audio-Visual Segmentation Zhaofeng Shi Qingbo Wu Fanman Meng Linfeng Xu Hongliang Li VOS 33 3 0 10 Oct 2023
Leveraging Label Information for Multimodal Emotion Recognition Pei-Hsin Wang Sunlu Zeng Junqing Chen Lu Fan Meng Chen Youzheng Wu Xiaodong He 29 4 0 05 Sep 2023
Attention is Not Always What You Need: Towards Efficient Classification of Domain-Specific Text Yasmen Wahba N. Madhavji John Steinbacher 33 0 0 31 Mar 2023
A Multi-Granularity Matching Attention Network for Query Intent Classification in E-commerce Retrieval Chunyuan Yuan Yiming Qiu Mingming Li Haiqing Hu Songlin Wang Sulong Xu 13 7 0 28 Mar 2023
Improve Text Classification Accuracy with Intent Information Yifeng Xie VLM 24 0 0 15 Dec 2022
Semantic Pivoting Model for Effective Event Detection Anran Hao S. Hui Jian Su 21 1 0 01 Nov 2022
AKI-BERT: a Pre-trained Clinical Language Model for Early Prediction of Acute Kidney Injury Chengsheng Mao Liang Yao Yuan Luo 21 1 0 07 May 2022
Improving Downstream Task Performance by Treating Numbers as Entities Dhanasekar Sundararaman Vivek Subramanian Guoyin Wang Liyan Xu Lawrence Carin 27 5 0 07 May 2022
ICDBigBird: A Contextual Embedding Model for ICD Code Classification George Michalopoulos Michal Malyska Nicola Sahar Alexander Wong Helen H. Chen 25 20 0 21 Apr 2022
Research on Domain Information Mining and Theme Evolution of Scientific Papers Changwei Zheng Zhe Xue M. Liang Feifei Kou Zeli Guan AI4CE 27 0 0 18 Apr 2022
SemSup: Semantic Supervision for Simple and Scalable Zero-shot Generalization Austin W. Hanjie Ameet Deshpande Karthik R. Narasimhan VLM 36 2 0 26 Feb 2022
Label-dependent and event-guided interpretable disease risk prediction using EHRs Shuai Niu Yunya Song Qing Yin Yike Guo Xian Yang 27 2 0 18 Jan 2022
Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records Shuai Niu Qing Yin Yunya Song Yike Guo Xian Yang 29 10 0 18 Jan 2022
A Unified Review of Deep Learning for Automated Medical Coding Shaoxiong Ji Wei Sun Xiaobo Li Hang Dong Ara Taalas Yijia Zhang Honghan Wu Esa Pitkänen Pekka Marttinen AI4TS MedIm 26 27 0 08 Jan 2022
Unifying Model Explainability and Robustness for Joint Text Classification and Rationale Extraction Dongfang Li Baotian Hu Qingcai Chen Tujie Xu Jingcong Tao Yunan Zhang 32 12 0 20 Dec 2021
KARL-Trans-NER: Knowledge Aware Representation Learning for Named Entity Recognition using Transformers Avi Chawla Nidhi Mulay Vikas Bishnoi Gaurav Dhama ViT 19 2 0 30 Nov 2021
Interpreting Deep Learning Models in Natural Language Processing: A Review Xiaofei Sun Diyi Yang Xiaoya Li Tianwei Zhang Yuxian Meng Han Qiu Guoyin Wang Eduard H. Hovy Jiwei Li 19 44 0 20 Oct 2021
InceptionXML: A Lightweight Framework with Synchronized Negative Sampling for Short Text Extreme Classification Siddhant Kharbanda Atmadeep Banerjee Devaansh Gupta Akash Palrecha Rohit Babbar 37 9 0 13 Sep 2021
MapRE: An Effective Semantic Mapping Approach for Low-resource Relation Extraction Manqing Dong Chunguang Pan Zhipeng Luo 160 41 0 09 Sep 2021
Parameter Selection: Why We Should Pay More Attention to It Jie-Jyun Liu Tsung-Han Yang Si-An Chen Chih-Jen Lin 33 6 0 08 Jul 2021
Fold2Seq: A Joint Sequence(1D)-Fold(3D) Embedding-based Generative Model for Protein Design Yue Cao Payel Das Vijil Chenthamarakshan Pin-Yu Chen Igor Melnyk Yang Shen 29 45 0 24 Jun 2021
Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task Learning Ximing Zhang Qian-Wen Zhang Zhao Yan Ruifang Liu Yunbo Cao 22 48 0 06 Jun 2021
TransICD: Transformer Based Code-wise Attention Model for Explainable ICD Coding Biplob Biswas Thai-Hoang Pham Ping Zhang 21 29 0 28 Mar 2021
Evaluating Multi-label Classifiers with Noisy Labels Wenting Zhao Carla P. Gomes NoLa 74 14 0 16 Feb 2021
Improving Distantly-Supervised Relation Extraction through BERT-based Label & Instance Embeddings Despina Christou Grigorios Tsoumakas 29 39 0 01 Feb 2021
R $^2$ -Net: Relation of Relation Learning Network for Sentence Semantic Matching Kun Zhang Le Wu Guangyi Lv Meng Wang Enhong Chen Shulan Ruan 30 20 0 16 Dec 2020
Label Confusion Learning to Enhance Text Classification Models Biyang Guo Songqiao Han Xiao Han Hailiang Huang Ting Lu 63 67 0 09 Dec 2020
ReMP: Rectified Metric Propagation for Few-Shot Learning Yang Zhao Chunyuan Li Ping Yu Changyou Chen 32 6 0 02 Dec 2020
Medical Code Assignment with Gated Convolution and Note-Code Interaction Shaoxiong Ji Shirui Pan Pekka Marttinen MedIm 30 18 0 14 Oct 2020
Few-shot Learning for Multi-label Intent Detection Yutai Hou Y. Lai Yushan Wu Wanxiang Che Ting Liu VLM 21 48 0 11 Oct 2020
Masked Label Prediction: Unified Message Passing Model for Semi-Supervised Classification Yunsheng Shi Zhengjie Huang Shikun Feng Hui Zhong Wenjin Wang Yu Sun AI4CE 28 747 0 08 Sep 2020
Students Need More Attention: BERT-based AttentionModel for Small Data with Application to AutomaticPatient Message Triage Shijing Si Rui Wang Jedrek Wosik Hao Zhang D. Dov Guoyin Wang Ricardo Henao Lawrence Carin 33 24 0 22 Jun 2020
Modeling Label Semantics for Predicting Emotional Reactions Radhika Gaonkar Heeyoung Kwon Mohaddeseh Bastan Niranjan Balasubramanian Nathanael Chambers 18 29 0 09 Jun 2020
Description Based Text Classification with Reinforcement Learning Duo Chai Wei Wu Qinghong Han Fei Wu Jiwei Li VLM 121 66 0 08 Feb 2020
If I Hear You Correctly: Building and Evaluating Interview Chatbots with Active Listening Skills Ziang Xiao Michelle X. Zhou Wenxi Chen Huahai Yang C. Chi 27 93 0 05 Feb 2020
Tensor Graph Convolutional Networks for Text Classification Xien Liu Xinxin You Xiao Zhang Ji Wu Ping Lv GNN 24 244 0 12 Jan 2020
Hierarchical Contextualized Representation for Named Entity Recognition Ying Luo Fengshun Xiao Zhao Hai 27 129 0 06 Nov 2019
Kernel-Based Approaches for Sequence Modeling: Connections to Neural Methods Kevin J Liang Guoyin Wang Yitong Li Ricardo Henao Lawrence Carin 30 2 0 09 Oct 2019
Temporal FiLM: Capturing Long-Range Sequence Dependencies with Feature-Wise Modulations Sawyer Birnbaum Volodymyr Kuleshov S. Enam Pang Wei Koh Stefano Ermon AI4TS 21 68 0 14 Sep 2019
Medical code prediction with multi-view convolution and description-regularized label-dependent attention Najmeh Sadoughi Greg P. Finley James Fone Vignesh Murali M. Korenevsky Slava Baryshnikov Nico Axtmann Mark Miller D. Suendermann-Oeft MedIm 14 14 0 05 Nov 2018
GILE: A Generalized Input-Label Embedding for Text Classification Nikolaos Pappas James Henderson AI4TS AILaw VLM 27 79 0 16 Jun 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 267 13,368 0 25 Aug 2014