Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?

4 September 2019

Papers citing "Do We Really Need Fully Unsupervised Cross-Lingual Embeddings?"

23 / 23 papers shown

Title
Shared Path: Unraveling Memorization in Multilingual LLMs through Language Similarities Xiaoyu Luo Yiyi Chen Johannes Bjerva Qiongxiu Li 12 0 0 21 May 2025
Quantized Wasserstein Procrustes Alignment of Word Embedding Spaces Prince Osei Aboagye Yan Zheng Michael Yeh Junpeng Wang Zhongfang Zhuang Huiyuan Chen Liang Wang Wei Zhang J. M. Phillips OT 17 4 0 05 Dec 2022
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking Yaoyiran Li Fangyu Liu Ivan Vulić Anna Korhonen 36 10 0 30 Oct 2022
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
Robust Unsupervised Cross-Lingual Word Embedding using Domain Flow Interpolation Liping Tang Zhen Li Zhiquan Luo Helen Meng OOD 23 0 0 07 Oct 2022
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders Ivan Vulić Goran Glavaš Fangyu Liu Nigel Collier Edoardo Ponti Anna Korhonen 28 8 0 30 Apr 2022
Isomorphic Cross-lingual Embeddings for Low-Resource Languages Sonal Sannigrahi Jesse Read 35 1 0 28 Mar 2022
On Cross-Lingual Retrieval with Multilingual Text Encoders Robert Litschko Ivan Vulić Simone Paolo Ponzetto Goran Glavaš 21 38 0 21 Dec 2021
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces Kelly Marchisio Youngser Park Ali Saad-Eldin A. Alyakin Kevin Duh Carey Priebe Philipp Koehn 32 4 0 26 Sep 2021
Cross-lingual Transfer for Text Classification with Dictionary-based Heterogeneous Graph Nuttapong Chairatanakul Noppayut Sriwatanasakdi Nontawat Charoenphakdee Xin Liu T. Murata 26 4 0 09 Sep 2021
Unsupervised Multilingual Sentence Embeddings for Parallel Corpus Mining Ivana Kvapilíková Mikel Artetxe Gorka Labaka Eneko Agirre Ondrej Bojar SSL 19 36 0 21 May 2021
Cross-lingual hate speech detection based on multilingual domain-specific word embeddings Aymé Arango Jorge A. Pérez Bárbara Poblete 30 9 0 30 Apr 2021
Multi-Adversarial Learning for Cross-Lingual Word Embeddings Haozhou Wang James Henderson Paola Merlo GAN 52 8 0 16 Oct 2020
Cross-Lingual Text Classification with Minimal Resources by Transferring a Sparse Teacher Giannis Karamanolakis Daniel J. Hsu Luis Gravano VLM 36 17 0 06 Oct 2020
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation Aditya Siddhant Ankur Bapna Yuan Cao Orhan Firat Mengzhao Chen Sneha Kudugunta N. Arivazhagan Yonghui Wu 38 86 0 11 May 2020
On the Limitations of Cross-lingual Encoders as Exposed by Reference-Free Machine Translation Evaluation Wei Zhao Goran Glavaš Maxime Peyrard Yang Gao Robert West Steffen Eger ELM 26 63 0 03 May 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
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization Junjie Hu Sebastian Ruder Aditya Siddhant Graham Neubig Orhan Firat Melvin Johnson ELM 89 956 0 24 Mar 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Ivan Vulić Simon Baker Edoardo Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 21 82 0 10 Mar 2020
Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation Goran Glavaš Swapna Somasundaran VLM 25 55 0 03 Jan 2020
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only Robert Litschko Goran Glavaš Simone Paolo Ponzetto Ivan Vulić 65 65 0 02 May 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 189 1,639 0 11 Oct 2017