Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification

16 September 2022

Papers citing "Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification"

24 / 24 papers shown

Title
Hierarchical MixUp Multi-label Classification with Imbalanced Interdisciplinary Research Proposals Meng Xiao Minjie Wu Ziyue Qiao Zhiyuan Ning Yi Du Yanjie Fu Yuanchun Zhou 51 2 0 28 Sep 2022
Deep Learning with Logical Constraints Eleonora Giunchiglia Mihaela C. Stoian Thomas Lukasiewicz NAI AI4CE 53 61 0 01 May 2022
Expert Knowledge-Guided Length-Variant Hierarchical Label Generation for Proposal Classification Meng Xiao Ziyue Qiao Yanjie Fu Yi Du Pengyang Wang VLM 39 9 0 14 Sep 2021
Multi-Label Classification Neural Networks with Hard Logical Constraints Eleonora Giunchiglia Thomas Lukasiewicz AILaw 63 43 0 24 Mar 2021
Transformer in Transformer Kai Han An Xiao Enhua Wu Jianyuan Guo Chunjing Xu Yunhe Wang ViT 373 1,556 0 27 Feb 2021
Hierarchical Metadata-Aware Document Categorization under Weak Supervision Yu Zhang Xiusi Chen Yu Meng Jiawei Han 71 22 0 26 Oct 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 517 40,739 0 22 Oct 2020
Coherent Hierarchical Multi-Label Classification Networks Eleonora Giunchiglia Thomas Lukasiewicz AILaw 153 97 0 20 Oct 2020
Learn Class Hierarchy using Convolutional Neural Networks Riccardo La Grassa I. Gallo Nicola Landro BDL SSL 31 21 0 18 May 2020
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 342 42,299 0 03 Dec 2019
Hierarchical Transformers for Long Document Classification R. Pappagari Piotr Żelasko Jesús Villalba Yishay Carmiel Najim Dehak 69 240 0 23 Oct 2019
Hierarchical Text Classification with Reinforced Label Assignment Yuning Mao Jingjing Tian Jiawei Han Xiang Ren 48 91 0 27 Aug 2019
Hierarchical Taxonomy-Aware and Attentional Graph Capsule RCNNs for Large-Scale Multi-Label Text Classification Hao Peng Jianxin Li Qiran Gong Senzhang Wang Lifang He Bo Li Lihong Wang Philip S. Yu GNN 46 142 0 09 Jun 2019
Hierarchical Transformers for Multi-Document Summarization Yang Liu Mirella Lapata 102 297 0 30 May 2019
HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization Xingxing Zhang Furu Wei M. Zhou 71 378 0 16 May 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.3K 94,511 0 11 Oct 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 591 130,942 0 12 Jun 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 559 28,964 0 09 Sep 2016
Enriching Word Vectors with Subword Information Piotr Bojanowski Edouard Grave Armand Joulin Tomas Mikolov NAI SSL VLM 207 9,953 0 15 Jul 2016
Bag of Tricks for Efficient Text Classification Armand Joulin Edouard Grave Piotr Bojanowski Tomas Mikolov VLM 135 4,612 0 06 Jul 2016
Recurrent Neural Network for Text Classification with Multi-Task Learning Pengfei Liu Xipeng Qiu Xuanjing Huang 95 1,286 0 17 May 2016
Quantifying the Cognitive Extent of Science Stasa Milojevic 36 92 0 30 Oct 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.3K 149,842 0 22 Dec 2014
Distributed Representations of Words and Phrases and their Compositionality Tomas Mikolov Ilya Sutskever Kai Chen G. Corrado J. Dean NAI OCL 339 33,500 0 16 Oct 2013