A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification

5 October 2020

Papers citing "A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification"

31 / 31 papers shown

Title
Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language Embeddings Sarang Patil Ashish Parmanand Pandey Ioannis Koutis Mengjia Xu 82 0 0 25 May 2025
Geoopt: Riemannian Optimization in PyTorch Max Kochurov R. Karimov Sergei Kozlukov 84 124 0 06 May 2020
Hyperbolic Graph Convolutional Neural Networks Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 113 648 0 28 Oct 2019
Hyperbolic Graph Neural Networks Qi Liu Maximilian Nickel Douwe Kiela AI4CE GNN 75 381 0 28 Oct 2019
Fine-Grained Entity Typing in Hyperbolic Space Federico López Benjamin Heinzerling Michael Strube 26 30 0 06 Jun 2019
Hyperbolic Interaction Model For Hierarchical Multi-Label Classification Boli Chen Xin Huang Lin Xiao Zixin Cai L. Jing 69 65 0 26 May 2019
Learning to Denoise Distantly-Labeled Data for Entity Typing Yasumasa Onoe Greg Durrett 72 57 0 04 May 2019
Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing Wenhan Xiong Jiawei Wu Deren Lei Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang 66 49 0 06 Mar 2019
Poincaré GloVe: Hyperbolic Word Embeddings A. Tifrea Gary Bécigneul O. Ganea 63 288 0 15 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
Riemannian Adaptive Optimization Methods Gary Bécigneul O. Ganea ODL 100 258 0 01 Oct 2018
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking Shikhar Murty Pat Verga Luke Vilnis Irena Radovanovic Andrew McCallum 110 91 0 13 Jul 2018
Ultra-Fine Entity Typing Eunsol Choi Omer Levy Yejin Choi Luke Zettlemoyer AI4TS 60 210 0 13 Jul 2018
Embedding Text in Hyperbolic Spaces Bhuwan Dhingra Christopher J. Shallue Mohammad Norouzi Andrew M. Dai George E. Dahl 80 146 0 12 Jun 2018
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry Maximilian Nickel Douwe Kiela 51 462 0 09 Jun 2018
Large-Margin Classification in Hyperbolic Space Hyunghoon Cho B. Demeo Jianhao Peng Bonnie Berger 52 75 0 01 Jun 2018
Hyperbolic Attention Networks Çağlar Gülçehre Misha Denil Mateusz Malinowski Ali Razavi Razvan Pascanu ... Peter W. Battaglia V. Bapst David Raposo Adam Santoro Nando de Freitas 171 223 0 24 May 2018
Hyperbolic Neural Networks O. Ganea Gary Bécigneul Thomas Hofmann 58 603 0 23 May 2018
Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss Peng Xu Denilson Barbosa NoLa 36 87 0 09 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 216 11,556 0 15 Feb 2018
Hyperbolic Representation Learning for Fast and Efficient Neural Question Answering Yi Tay Anh Tuan Luu S. Hui 67 112 0 25 Jul 2017
End-to-end Neural Coreference Resolution Kenton Lee Luheng He M. Lewis Luke Zettlemoyer LRM BDL 83 894 0 21 Jul 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 132,199 0 12 Jun 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 93 1,308 0 22 May 2017
Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings A. Abhishek Ashish Anand Amit Awekar 68 74 0 22 Feb 2017
Neural Architectures for Fine-grained Entity Type Classification Sonse Shimaoka Pontus Stenetorp Kentaro Inui Sebastian Riedel 59 118 0 04 Jun 2016
An Attentive Neural Architecture for Fine-grained Entity Type Classification Sonse Shimaoka Pontus Stenetorp Kentaro Inui Sebastian Riedel 45 84 0 19 Apr 2016
Neural Architectures for Named Entity Recognition Guillaume Lample Miguel Ballesteros Sandeep Subramanian Kazuya Kawakami Chris Dyer 221 4,015 0 04 Mar 2016
Label Noise Reduction in Entity Typing by Heterogeneous Partial-Label Embedding Xiang Ren Wenqi He Meng Qu Clare R. Voss Heng Ji Jiawei Han NoLa 44 145 0 17 Feb 2016
Context-Dependent Fine-Grained Entity Type Tagging D. Gillick N. Lazić Kuzman Ganchev Jesse Kirchner David Huynh 53 141 0 03 Dec 2014
Learning Phrase Representations using RNN Encoder-Decoder for Statistical Machine Translation Kyunghyun Cho B. V. Merrienboer Çağlar Gülçehre Dzmitry Bahdanau Fethi Bougares Holger Schwenk Yoshua Bengio AIMat 1.0K 23,354 0 03 Jun 2014