--- title: "Workshop on Multilingual Representation Learning 2024" description: "Workshop on Multilingual Representation Learning 2024 — accepted papers: 1 paper in the Elamur Research library, with our summaries…" canonical: "https://research.elamur.ai/free/en/venues/mrl/2024/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/venues/mrl/2024/) [home](https://md.research.elamur.ai/free/en/) / [venues](https://md.research.elamur.ai/free/en/venues/) / [Workshop on Multilingual Representation…](https://md.research.elamur.ai/free/en/venues/mrl/) / 2024 # Workshop on Multilingual Representation Learning 2024 — accepted papers Workshop on Multilingual Representation Learning 2024 is the 2024 edition of the Workshop on Multilingual Representation Learning (publisher: Association for Computational Linguistics). The ACL Anthology lists 30 papers of it; our library holds 1 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions. [**30** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/mrl/2024/#works) · [**13** citations of these works](https://md.research.elamur.ai/free/en/venues/mrl/2024/#works) ## Most cited papers By their OpenAlex citations; a paper with our summary links to its page here, the others to the original. 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* ## All accepted papers (30) The most cited first; 1 with our summary link to their page here, the others to the original. 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. [See all 30 papers in Workshop on Multilingual Representation Learning 2024 — accepted papers →](https://md.research.elamur.ai/free/en/venues/mrl/2024/papers/) ## Papers with our summary in our library (1) The most cited first (OpenAlex citations plus our library's). 1. **[Evaluating Multilingual Long-Context Models for Retrieval and Reasoning](https://md.research.elamur.ai/free/en/papers/agrawal-2024-evaluating-multilingual-long-context-models/) [Workshop on Multilingual Representation Learning](https://md.research.elamur.ai/free/en/venues/mrl/)**Ameeta Agrawal, Andy Dang, Sina Bagheri Nezhad, et al.*2024 · 13 citations* ## Top topics Topics of its works in our library, with the number of works on each. [Multilingual & cross-lingual NLP (1)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [Information retrieval & search (1)](https://md.research.elamur.ai/free/en/topics/information-retrieval/) ## Fields [Arts and Humanities (1)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Computer Science (1)](https://md.research.elamur.ai/free/en/shelves/computer-science/) ## Top authors Authors with a page who published here most often: their works here, and the citations of those works. [🧑‍🔬**Ameeta Agrawal**1 work here · 13 citations](https://md.research.elamur.ai/free/en/authors/ameeta-agrawal/) · [🧑‍🔬**Sina Bagheri Nezhad**1 work here · 13 citations](https://md.research.elamur.ai/free/en/authors/sina-bagheri-nezhad/) ## Top institutions Institutions on the bylines of its works here, by the number of works. [🎓**Portland State University** Portland · United States 1 work here](https://md.research.elamur.ai/free/en/universities/portland-state-university/) works and citations from OpenAlex and our library. - [← previous Workshop on Multilingual Representation Learning 2021](https://md.research.elamur.ai/free/en/venues/mrl/2021/) - [next → Workshop on Multilingual Representation Learning 2025](https://md.research.elamur.ai/free/en/venues/mrl/2025/) - [↑ back to Workshop on Multilingual Representation Learning](https://md.research.elamur.ai/free/en/venues/mrl/)