Are All Good Word Vector Spaces Isomorphic?

Are All Good Word Vector Spaces Isomorphic?

8 April 2020

Sebastian Ruder

Anders Søgaard

Papers citing "Are All Good Word Vector Spaces Isomorphic?"

16 / 16 papers shown

Title
Relative Representations: Topological and Geometric Perspectives Alejandro García-Castellanos Giovanni Luca Marchetti Danica Kragic Martina Scolamiero 53 0 0 17 Sep 2024
Latent Space Translation via Inverse Relative Projection Valentino Maiorca Luca Moschella Marco Fumero Francesco Locatello Emanuele Rodolà 47 1 0 21 Jun 2024
A Comprehensive Analysis of Static Word Embeddings for Turkish Karahan Sarıtaş Cahid Arda Öz Tunga Güngör 23 3 0 13 May 2024
Do Vision and Language Encoders Represent the World Similarly? Mayug Maniparambil Raiymbek Akshulakov Y. A. D. Djilali Sanath Narayan M. Seddik K. Mangalam Noel E. O'Connor VLM 34 11 0 10 Jan 2024
Bootstrapping Parallel Anchors for Relative Representations Irene Cannistraci Luca Moschella Valentino Maiorca Marco Fumero Antonio Norelli Emanuele Rodolà 46 5 0 01 Mar 2023
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport Kelly Marchisio Ali Saad-Eldin Kevin Duh Carey Priebe Philipp Koehn OT 35 7 0 25 Oct 2022
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces Kelly Marchisio Neha Verma Kevin Duh Philipp Koehn 32 6 0 11 Oct 2022
Efficient Entity Candidate Generation for Low-Resource Languages Alberto García-Durán Akhil Arora Robert West 25 0 0 30 Jun 2022
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment Tuan Dinh Jy-yong Sohn Shashank Rajput Timothy Ossowski Yifei Ming Junjie Hu Dimitris Papailiopoulos Kangwook Lee 28 0 0 23 May 2022
Isomorphic Cross-lingual Embeddings for Low-Resource Languages Sonal Sannigrahi Jesse Read 35 1 0 28 Mar 2022
Combining Static and Contextualised Multilingual Embeddings Katharina Hämmerl Jindrich Libovický Alexander Fraser 27 10 0 17 Mar 2022
Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes Tomasz Limisiewicz David Marevcek 11 3 0 10 Sep 2021
Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring Aitor Ormazabal Mikel Artetxe Aitor Soroa Etxabe Gorka Labaka Eneko Agirre 61 11 0 31 Dec 2020
Multi-Adversarial Learning for Cross-Lingual Word Embeddings Haozhou Wang James Henderson Paola Merlo GAN 52 8 0 16 Oct 2020
From Zero to Hero: On the Limitations of Zero-Shot Cross-Lingual Transfer with Multilingual Transformers Anne Lauscher Vinit Ravishankar Ivan Vulić Goran Glavaš 29 56 0 01 May 2020
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,639 0 11 Oct 2017