Geometry of Polysemy

Geometry of Polysemy

24 October 2016

Pramod Viswanath

Papers citing "Geometry of Polysemy"

12 / 12 papers shown

Title
Shades of meaning: Uncovering the geometry of ambiguous word representations through contextualised language models Benedetta Cevoli C. Watkins Yang Gao K. Rastle 29 3 0 26 Apr 2023
Tsetlin Machine Embedding: Representing Words Using Logical Expressions Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao Rohan Kumar Yadav Jivitesh Sharma NAI 14 12 0 02 Jan 2023
Sinhala Sentence Embedding: A Two-Tiered Structure for Low-Resource Languages Gihan Weeraprameshwara Vihanga Jayawickrama Nisansa de Silva Yudhanjaya Wijeratne 29 4 0 26 Oct 2022
Socially Fair Center-based and Linear Subspace Clustering Sruthi Gorantla Kishen N. Gowda Amit Deshpande Anand Louis 37 2 0 22 Aug 2022
Improving Entity Linking through Semantic Reinforced Entity Embeddings Feng Hou Ruili Wang Jun He Yi Zhou AI4TS 18 39 0 16 Jun 2021
Low-Rank Subspaces for Unsupervised Entity Linking Akhil Arora Alberto García-Durán Robert West 18 9 0 18 Apr 2021
Topology of Word Embeddings: Singularities Reflect Polysemy A. Jakubowski Milica Gasic Marcus Zibrowius 29 15 0 18 Nov 2020
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings Yadollah Yaghoobzadeh Katharina Kann Timothy J. Hazen Eneko Agirre Hinrich Schütze 13 37 0 09 Jun 2019
Efficient Graph-based Word Sense Induction by Distributional Inclusion Vector Embeddings Haw-Shiuan Chang Amol Agrawal Ananya Ganesh A. Desai V. Mathur Alfred Hough Andrew McCallum 27 10 0 09 Apr 2018
Representing Sentences as Low-Rank Subspaces Jiaqi Mu S. Bhat Pramod Viswanath 21 27 0 18 Apr 2017
Geometry of Compositionality Hongyu Gong S. Bhat Pramod Viswanath CoGe 21 16 0 29 Nov 2016
Linear Algebraic Structure of Word Senses, with Applications to Polysemy Sanjeev Arora Yuanzhi Li Yingyu Liang Tengyu Ma Andrej Risteski 30 264 0 14 Jan 2016