Concept Space Alignment in Multilingual LLMs

Concept Space Alignment in Multilingual LLMs

1 October 2024

Anders Søgaard

ArXiv (abs)PDF HTML

Papers citing "Concept Space Alignment in Multilingual LLMs"

13 / 13 papers shown

Title
Exploring Translation Mechanism of Large Language Models Hongbin Zhang Kehai Chen Xuefeng Bai Xiucheng Li Yang Xiang Min Zhang 134 1 0 17 Feb 2025
Cross-Lingual Consistency of Factual Knowledge in Multilingual Language Models Jirui Qi Raquel Fernández Arianna Bisazza KELM HILM 139 76 0 16 Oct 2023
BLOOM: A 176B-Parameter Open-Access Multilingual Language Model BigScience Workshop : Teven Le Scao Angela Fan Christopher Akiki ... Zhongli Xie Zifan Ye M. Bras Younes Belkada Thomas Wolf VLM 408 2,393 0 09 Nov 2022
Few-shot Learning with Multilingual Language Models Xi Lin Todor Mihaylov Mikel Artetxe Tianlu Wang Shuohui Chen ... Luke Zettlemoyer Zornitsa Kozareva Mona T. Diab Ves Stoyanov Xian Li BDL ELM LRM 121 309 0 20 Dec 2021
Multilingual BERT Post-Pretraining Alignment Lin Pan Chung-Wei Hang Haode Qi Abhishek Shah Saloni Potdar Mo Yu 150 44 0 23 Oct 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 87 328 0 01 May 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 228 6,593 0 05 Nov 2019
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 205 800 0 25 Oct 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 161 1,414 0 04 Jun 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,229 0 11 Oct 2018
A Discriminative Latent-Variable Model for Bilingual Lexicon Induction Sebastian Ruder Ryan Cotterell Yova Kementchedjhieva Anders Søgaard 60 30 0 28 Aug 2018
On the Limitations of Unsupervised Bilingual Dictionary Induction Anders Søgaard Sebastian Ruder Ivan Vulić 68 261 0 09 May 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 296 1,662 0 11 Oct 2017