Workshop on Multilingual Representation Learning (2023)

Volumes

Proceedings of the 3rd Workshop on Multi-lingual Representation Learning (MRL) 25 papers

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bib (full) Proceedings of the 3rd Workshop on Multi-lingual Representation Learning (MRL)

Proceedings of the 3rd Workshop on Multi-lingual Representation Learning (MRL)
Duygu Ataman

UniBriVL: Robust Audio Representation and Generation of Audio Driven Diffusion Models
Sen Fang | Bowen Gao | Yangjian Wu | TeikToe Teoh

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Meta-learning For Vision-and-language Cross-lingual Transfer
Hanxu Hu | Frank Keller

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Counterfactually Probing Language Identity in Multilingual Models
Anirudh Srinivasan | Venkata Subrahmanyan Govindarajan | Kyle Mahowald

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A General-Purpose Multilingual Document Encoder
Onur Galoğlu Robert Litschko | Robert Litschko | Goran Glavaš

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Zero-Shot Cross-Lingual Sentiment Classification under Distribution Shift: an Exploratory Study
Maarten De Raedt | Semere Kiros Bitew | Fréderic Godin | Thomas Demeester | Chris Develder

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To token or not to token: A Comparative Study of Text Representations for Cross-Lingual Transfer
Md Mushfiqur Rahman | Fardin Ahsan Sakib | Fahim Faisal | Antonios Anastasopoulos

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Adapt and Prune Strategy for Multilingual Speech Foundational Model on Low-resourced Languages
Hyeon Soo Kim | Chung Hyeon Cho | Hyejin Won | Kyung Ho Park

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Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages
Viktor Hangya | Silvia Severini | Radoslav Ralev | Alexander Fraser | Hinrich Schütze

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TalaMT: Multilingual Machine Translation for Cabécar-Bribri-Spanish
Alex Jones | Rolando Coto-Solano | Guillermo González Campos

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Mergen: The First Manchu-Korean Machine Translation Model Trained on Augmented Data
Jean Seo | Sungjoo Byun | Minha Kang | Sangah Lee

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Improving Cross-Lingual Transfer for Open Information Extraction with Linguistic Feature Projection
Youmi Ma | Bhushan Kotnis | Carolin Lawrence | Goran Glavaš | Naoaki Okazaki

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Geographic and Geopolitical Biases of Language Models
Fahim Faisal | Antonios Anastasopoulos

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Does the English Matter? Elicit Cross-lingual Abilities of Large Language Models
Leonardo Ranaldi | Giulia Pucci

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Code-switching as a cross-lingual Training Signal: an Example with Unsupervised Bilingual Embedding
Felix Gaschi | Ilias El-Baamrani | Barbara Gendron | Parisa Rastin | Yannick Toussaint

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Learning to translate by learning to communicate
C.M. Downey | Xuhui Zhou | Leo Z. Liu | Shane Steinert-Threlkeld

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Contrastive Learning for Universal Zero-Shot NLI with Cross-Lingual Sentence Embeddings
Md Kowsher | Md. Shohanur Islam Sobuj | Nusrat Jahan Prottasha | Mohammad Shamsul Arefin | Yasuhiko Morimoto

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UD-MULTIGENRE – a UD-Based Dataset Enriched with Instance-Level Genre Annotations
Vera Danilova | Sara Stymne

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Embedding Structure Matters: Comparing Methods to Adapt Multilingual Vocabularies to New Languages
C.m. Downey | Terra Blevins | Nora Goldfine | Shane Steinert-Threlkeld

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Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval
Jinrui Yang | Timothy Baldwin | Trevor Cohn

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Generating Continuations in Multilingual Idiomatic Contexts
Rhitabrat Pokharel | Ameeta Agrawal

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CUNI Submission to MRL 2023 Shared Task on Multi-lingual Multi-task Information Retrieval
Jindřich Helcl | Jindřich Libovický