---
title: "Workshop on Multilingual Representation Learning 2024 — all"
description: "All 30 papers of Workshop on Multilingual Representation Learning 2024, the most cited first; those with our summary link to it."
canonical: "https://research.elamur.ai/free/en/venues/mrl/2024/papers/"
---
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# Workshop on Multilingual Representation Learning 2024: all accepted papers

30 papers · the most cited first · [← Workshop on Multilingual Representation Learning 2024](https://md.research.elamur.ai/free/en/venues/mrl/2024/)

1. **[Bridging the Bosphorus: Advancing Turkish Large Language Models through Strategies for Low-Resource Language Adaptation and Benchmarking ↗](https://aclanthology.org/2024.mrl-1.21/)**Emre Can Acikgoz, Mete Erdogan, Deniz Yuret*10 citations*
2. **[Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever ↗](https://aclanthology.org/2024.mrl-1.11/)**Rohan Jha, Bo Wang, Michael Günther et al.*7 citations*
3. **[Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization ↗](https://aclanthology.org/2024.mrl-1.7/)**Alexandra Chronopoulou, Jonas Pfeiffer, Joshua Maynez et al.*7 citations*
4. **[SambaLingo: Teaching Large Language Models New Languages ↗](https://aclanthology.org/2024.mrl-1.1/)**Zoltan Csaki, Bo Li, Jonathan Lingjie Li et al.*7 citations*
5. **[Vikhr: Constructing a State-of-the-art Bilingual Open-Source Instruction-Following Large Language Model for Russian ↗](https://aclanthology.org/2024.mrl-1.15/)**Aleksandr Nikolich, Konstantin Korolev, Sergei Bratchikov et al.*7 citations*
6. **[Evaluating Multilingual Long-Context Models for Retrieval and Reasoning](https://md.research.elamur.ai/free/en/papers/agrawal-2024-evaluating-multilingual-long-context-models/)**Ameeta Agrawal, Andy Dang, Sina Bagheri Nezhad et al.*5 citations · our summary*
7. **[Gender-specific Machine Translation with Large Language Models ↗](https://aclanthology.org/2024.mrl-1.10/)**Eduardo Sánchez, Pierre Andrews, Pontus Stenetorp et al.*5 citations*
8. **[Adapting Open-Source Generative Large Language Models for Low-Resource Languages: A Case Study for Turkish ↗](https://aclanthology.org/2024.mrl-1.3/)**Cagri Toraman*4 citations*
9. **[Language Bias in Multilingual Information Retrieval: The Nature of the Beast and Mitigation Methods ↗](https://aclanthology.org/2024.mrl-1.23/)**Jinrui Yang, Fan Jiang, Timothy Baldwin*4 citations*
10. **[Cross-Lingual Named Entity Recognition for Low-Resource Languages: A Hindi-Nepali Case Study Using Multilingual BERT Models ↗](https://aclanthology.org/2024.mrl-1.12/)**Dipendra Yadav, Sumaiya Suravee, Tobias Strauß et al.*3 citations*
11. **[Leveraging LLMs for Translating and Classifying Mental Health Data ↗](https://aclanthology.org/2024.mrl-1.20/)**Konstantinos Skianis, A. Seza Doğruöz, John Pavlopoulos*3 citations*
12. **[Tagengo: A Multilingual Chat Dataset ↗](https://aclanthology.org/2024.mrl-1.6/)**Peter Devine*3 citations*
13. **[An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language Models ↗](https://aclanthology.org/2024.mrl-1.4/)**Fahim Faisal, Antonios Anastasopoulos*1 citation*
14. **[Community OSCAR: A Community Effort for Multilingual Web Data ↗](https://aclanthology.org/2024.mrl-1.19/)**Manuel Brack, Malte Ostendorff, Pedro Ortiz Suarez et al.*1 citation*
15. **[Detecting and Translating Language Ambiguity with Multilingual LLMs ↗](https://aclanthology.org/2024.mrl-1.26/)**Behrang Mehrparvar, Sandro Pezzelle*1 citation*
16. **[Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer ↗](https://aclanthology.org/2024.mrl-1.16/)**Haeji Jung, Changdae Oh, Jooeon Kang et al.*1 citation*
17. **[Recipe for Zero-shot POS Tagging: Is It Useful in Realistic Scenarios? ↗](https://aclanthology.org/2024.mrl-1.9/)**Zeno Vandenbulcke, Lukas Vermeire, Miryam de Lhoneux*1 citation*
18. **[What an Elegant Bridge: Multilingual LLMs are Biased Similarly in Different Languages ↗](https://aclanthology.org/2024.mrl-1.2/)**Viktor Mihaylov, Aleksandar Shtedritski*1 citation*
19. **[Are You Sure? Rank Them Again: Repeated Ranking For Better Preference Datasets ↗](https://aclanthology.org/2024.mrl-1.5/)**Peter Devine
20. **[CUNI and LMU Submission to the MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval ↗](https://aclanthology.org/2024.mrl-1.29/)**Katharina Hämmerl, Andrei-Alexandru Manea, Gianluca Vico et al.
21. **[Findings of the 2nd Shared Task on Multi-lingual Multi-task Information Retrieval at MRL 2024 ↗](https://aclanthology.org/2024.mrl-1.30/)**Francesco Tinner, Raghav Mantri, Mammad Hajili et al.
22. **[Generalization Measures for Zero-Shot Cross-Lingual Transfer ↗](https://aclanthology.org/2024.mrl-1.25/)**Saksham Bassi, Duygu Ataman, Kyunghyun Cho
23. **[Leveraging Adapters for Improved Cross-lingual Transfer for Low-Resource Creole MT ↗](https://aclanthology.org/2024.mrl-1.17/)**Marcell Fekete, Ernests Lavrinovics, Nathaniel Romney Robinson et al.
24. **[MLT-DR: Multi-Lingual/Task Demonstration Retrieval An Attempt towards Generalized Retriever for In-Context Learning ↗](https://aclanthology.org/2024.mrl-1.27/)**Kazuma Hashimoto, Arjun Reddy Akula, Karthik Raman et al.
25. **[McGill NLP Group Submission to the MRL 2024 Shared Task: Ensembling Enhances Effectiveness of Multilingual Small LMs ↗](https://aclanthology.org/2024.mrl-1.28/)**Senyu Li, Hao Yu, Jessica Ojo et al.
26. **[Modeling Bilingual Sentence Processing: Evaluating RNN and Transformer Architectures for Cross-Language Structural Priming ↗](https://aclanthology.org/2024.mrl-1.8/)**Demi Zhang, Bushi Xiao, Chao Gao et al.
27. **[Parameter-efficient Adaptation of Multilingual Multimodal Models for Low-resource ASR ↗](https://aclanthology.org/2024.mrl-1.13/)**Abhishek Gupta, Amruta Parulekar, Sameep Chattopadhyay et al.
28. **[Representational Isomorphism and Alignment of Multilingual Large Language Models ↗](https://aclanthology.org/2024.mrl-1.24/)**Di Wu, Yibin Lei, Andrew Yates et al.
29. **[Towards Cross-Linguistic Semantic Grounding using Dictionary Graph Analysis ↗](https://aclanthology.org/2024.mrl-1.14/)**Ethan Eschrich, Zoey Liu
30. **[Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval ↗](https://aclanthology.org/2024.mrl-1.22/)**Qiuhai Zeng, Zimeng Qiu, Dae Yon Hwang et al.
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