On the Language Neutrality of Pre-trained Multilingual Representations

9 April 2020

Papers citing "On the Language Neutrality of Pre-trained Multilingual Representations"

27 / 27 papers shown

Title
High-Dimensional Interlingual Representations of Large Language Models Bryan Wilie Samuel Cahyawijaya Junxian He Pascale Fung 57 0 0 14 Mar 2025
Large Language Models Share Representations of Latent Grammatical Concepts Across Typologically Diverse Languages Jannik Brinkmann Chris Wendler Christian Bartelt Aaron Mueller 51 9 0 10 Jan 2025
LUSIFER: Language Universal Space Integration for Enhanced Multilingual Embeddings with Large Language Models Hieu Man Nghia Trung Ngo Viet Dac Lai Ryan Rossi Franck Dernoncourt T. Nguyen 160 0 0 01 Jan 2025
Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models Hongchuan Zeng Senyu Han Lu Chen Kai Yu 57 6 0 15 Oct 2024
Mitigating Semantic Leakage in Cross-lingual Embeddings via Orthogonality Constraint Dayeon Ki Cheonbok Park H. Kim FedML 31 0 0 24 Sep 2024
Investigating the translation capabilities of Large Language Models trained on parallel data only Javier García Gilabert Carlos Escolano Aleix Sant Savall Francesca de Luca Fornaciari Audrey Mash Xixian Liao Maite Melero LRM 42 2 0 13 Jun 2024
MELA: Multilingual Evaluation of Linguistic Acceptability Ziyin Zhang Yikang Liu Wei Huang Junyu Mao Rui Wang Hai Hu 22 3 0 15 Nov 2023
Semantic and Expressive Variation in Image Captions Across Languages Andre Ye Sebastin Santy Jena D. Hwang Amy X. Zhang Ranjay Krishna VLM 53 3 0 22 Oct 2023
Comparing Styles across Languages: A Cross-Cultural Exploration of Politeness Shreya Havaldar Matthew Pressimone Eric Wong Lyle Ungar 52 2 0 11 Oct 2023
mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models Peiqin Lin Chengzhi Hu Zheyu Zhang André F. T. Martins Hinrich Schütze 27 1 0 23 May 2023
How do languages influence each other? Studying cross-lingual data sharing during LM fine-tuning Rochelle Choenni Dan Garrette Ekaterina Shutova 37 16 0 22 May 2023
Cross-Lingual Transfer of Cognitive Processing Complexity C. Pouw Nora Hollenstein Lisa Beinborn 30 3 0 24 Feb 2023
The Decades Progress on Code-Switching Research in NLP: A Systematic Survey on Trends and Challenges Genta Indra Winata Alham Fikri Aji Zheng-Xin Yong Thamar Solorio 37 33 0 19 Dec 2022
A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer Learning Kunbo Ding Weijie Liu Yuejian Fang Weiquan Mao Zhe Zhao Tao Zhu Haoyan Liu Rong Tian Yiren Chen 35 8 0 18 Oct 2022
Improving the Cross-Lingual Generalisation in Visual Question Answering Farhad Nooralahzadeh Rico Sennrich 26 5 0 07 Sep 2022
The Geometry of Multilingual Language Model Representations Tyler A. Chang Z. Tu Benjamin Bergen 16 56 0 22 May 2022
Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders Ivan Vulić Goran Glavavs Fangyu Liu Nigel Collier E. Ponti Anna Korhonen 19 8 0 30 Apr 2022
Analyzing Gender Representation in Multilingual Models Hila Gonen Shauli Ravfogel Yoav Goldberg 23 11 0 20 Apr 2022
Match the Script, Adapt if Multilingual: Analyzing the Effect of Multilingual Pretraining on Cross-lingual Transferability Yoshinari Fujinuma Jordan L. Boyd-Graber Katharina Kann AAML 54 23 0 21 Mar 2022
Combining Static and Contextualised Multilingual Embeddings Katharina Hämmerl Jindrich Libovický Alexander Fraser 25 10 0 17 Mar 2022
Cross-Lingual Ability of Multilingual Masked Language Models: A Study of Language Structure Yuan Chai Yaobo Liang Nan Duan LRM 27 21 0 16 Mar 2022
Locating Language-Specific Information in Contextualized Embeddings Sheng Liang Philipp Dufter Hinrich Schütze 28 7 0 16 Sep 2021
On the Language-specificity of Multilingual BERT and the Impact of Fine-tuning Marc Tanti Lonneke van der Plas Claudia Borg Albert Gatt 20 10 0 14 Sep 2021
Examining Cross-lingual Contextual Embeddings with Orthogonal Structural Probes Tomasz Limisiewicz David Marevcek 11 3 0 10 Sep 2021
A Primer on Pretrained Multilingual Language Models Sumanth Doddapaneni Gowtham Ramesh Mitesh M. Khapra Anoop Kunchukuttan Pratyush Kumar LRM 43 73 0 01 Jul 2021
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 246 492 0 16 Oct 2019
Investigating Multilingual NMT Representations at Scale Sneha Kudugunta Ankur Bapna Isaac Caswell N. Arivazhagan Orhan Firat LRM 144 120 0 05 Sep 2019