Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language Embeddings

25 May 2025

Sarang Patil

Ashish Parmanand Pandey

Ioannis Koutis

Mengjia Xu

ArXiv PDF HTML

Papers citing "Hierarchical Mamba Meets Hyperbolic Geometry: A New Paradigm for Structured Language Embeddings"

24 / 24 papers shown

Title
Hyperbolic Fine-tuning for Large Language Models Menglin Yang Aosong Feng Bo Xiong Jihong Liu Irwin King Rex Ying 69 3 0 05 Oct 2024
Hyperbolic Learning with Multimodal Large Language Models Paolo Mandica Luca Franco Konstantinos Kallidromitis Suzanne Petryk Fabio Galasso 49 2 0 09 Aug 2024
Hyperbolic sentence representations for solving Textual Entailment Igor Petrovski 21 1 0 15 Jun 2024
SHMamba: Structured Hyperbolic State Space Model for Audio-Visual Question Answering Zhe Yang Wenrui Li Guanghui Cheng Mamba 46 1 0 14 Jun 2024
Transformers are SSMs: Generalized Models and Efficient Algorithms Through Structured State Space Duality Tri Dao Albert Gu Mamba 49 465 0 31 May 2024
Cobra: Extending Mamba to Multi-Modal Large Language Model for Efficient Inference Han Zhao Min Zhang Wei Zhao Pengxiang Ding Siteng Huang Donglin Wang Mamba 60 72 0 21 Mar 2024
L^2GC:Lorentzian Linear Graph Convolutional Networks for Node Classification Qiuyu Liang Weihua Wang F. Bao Guanglai Gao 52 8 0 10 Mar 2024
Language Models as Hierarchy Encoders Yuan He Moy Yuan Jiaoyan Chen Ian Horrocks 44 11 0 21 Jan 2024
DeepOnto: A Python Package for Ontology Engineering with Deep Learning Yuan He Jiaoyan Chen Hang Dong Ian Horrocks Carlo Allocca Taehun Kim B. Sapkota 83 24 0 06 Jul 2023
The Numerical Stability of Hyperbolic Representation Learning Zhengchao Wan Qingsong Wang Yusu Wang Sheng Yang 35 23 0 31 Oct 2022
Efficiently Modeling Long Sequences with Structured State Spaces Albert Gu Karan Goel Christopher Ré 162 1,719 0 31 Oct 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 223 9,946 0 17 Jun 2021
Probing BERT in Hyperbolic Spaces Boli Chen Yao Fu Guangwei Xu Pengjun Xie Chuanqi Tan Mosha Chen L. Jing 46 58 0 08 Apr 2021
A Fully Hyperbolic Neural Model for Hierarchical Multi-Class Classification F. López Michael Strube 32 30 0 05 Oct 2020
Geoopt: Riemannian Optimization in PyTorch Max Kochurov R. Karimov Sergei Kozlukov 43 118 0 06 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 224 42,038 0 03 Dec 2019
Hyperbolic Graph Convolutional Neural Networks Ines Chami Rex Ying Christopher Ré J. Leskovec GNN 87 637 0 28 Oct 2019
Hyperbolic Graph Neural Networks Qi Liu Maximilian Nickel Douwe Kiela AI4CE GNN 59 377 0 28 Oct 2019
Poincaré GloVe: Hyperbolic Word Embeddings A. Tifrea Gary Bécigneul O. Ganea 50 287 0 15 Oct 2018
Learning Continuous Hierarchies in the Lorentz Model of Hyperbolic Geometry Maximilian Nickel Douwe Kiela 35 457 0 09 Jun 2018
Hyperbolic Entailment Cones for Learning Hierarchical Embeddings O. Ganea Gary Bécigneul Thomas Hofmann 89 271 0 03 Apr 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 430 129,831 0 12 Jun 2017
Poincaré Embeddings for Learning Hierarchical Representations Maximilian Nickel Douwe Kiela 58 1,290 0 22 May 2017
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 266 13,079 0 12 Mar 2015