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.
Most cited papers
- Bridging the Bosphorus: Advancing Turkish Large Language Models through Strategies for Low-Resource Language Adaptation and Benchmarking ↗Emre Can Acikgoz, Mete Erdogan, Deniz Yuret10 citations
- Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever ↗Rohan Jha, Bo Wang, Michael Günther et al.7 citations
- Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization ↗Alexandra Chronopoulou, Jonas Pfeiffer, Joshua Maynez et al.7 citations
- SambaLingo: Teaching Large Language Models New Languages ↗Zoltan Csaki, Bo Li, Jonathan Lingjie Li et al.7 citations
- Vikhr: Constructing a State-of-the-art Bilingual Open-Source Instruction-Following Large Language Model for Russian ↗Aleksandr Nikolich, Konstantin Korolev, Sergei Bratchikov et al.7 citations
- Evaluating Multilingual Long-Context Models for Retrieval and ReasoningAmeeta Agrawal, Andy Dang, Sina Bagheri Nezhad et al.5 citations · our summary
- Gender-specific Machine Translation with Large Language Models ↗Eduardo Sánchez, Pierre Andrews, Pontus Stenetorp et al.5 citations
- Language Bias in Multilingual Information Retrieval: The Nature of the Beast and Mitigation Methods ↗Jinrui Yang, Fan Jiang, Timothy Baldwin4 citations
- Cross-Lingual Named Entity Recognition for Low-Resource Languages: A Hindi-Nepali Case Study Using Multilingual BERT Models ↗Dipendra Yadav, Sumaiya Suravee, Tobias Strauß et al.3 citations
All accepted papers (30)
- Bridging the Bosphorus: Advancing Turkish Large Language Models through Strategies for Low-Resource Language Adaptation and Benchmarking ↗Emre Can Acikgoz, Mete Erdogan, Deniz Yuret10 citations
- Jina-ColBERT-v2: A General-Purpose Multilingual Late Interaction Retriever ↗Rohan Jha, Bo Wang, Michael Günther et al.7 citations
- Language and Task Arithmetic with Parameter-Efficient Layers for Zero-Shot Summarization ↗Alexandra Chronopoulou, Jonas Pfeiffer, Joshua Maynez et al.7 citations
- SambaLingo: Teaching Large Language Models New Languages ↗Zoltan Csaki, Bo Li, Jonathan Lingjie Li et al.7 citations
- Vikhr: Constructing a State-of-the-art Bilingual Open-Source Instruction-Following Large Language Model for Russian ↗Aleksandr Nikolich, Konstantin Korolev, Sergei Bratchikov et al.7 citations
- Evaluating Multilingual Long-Context Models for Retrieval and ReasoningAmeeta Agrawal, Andy Dang, Sina Bagheri Nezhad et al.5 citations · our summary
- Gender-specific Machine Translation with Large Language Models ↗Eduardo Sánchez, Pierre Andrews, Pontus Stenetorp et al.5 citations
- Language Bias in Multilingual Information Retrieval: The Nature of the Beast and Mitigation Methods ↗Jinrui Yang, Fan Jiang, Timothy Baldwin4 citations
- Cross-Lingual Named Entity Recognition for Low-Resource Languages: A Hindi-Nepali Case Study Using Multilingual BERT Models ↗Dipendra Yadav, Sumaiya Suravee, Tobias Strauß et al.3 citations
- Leveraging LLMs for Translating and Classifying Mental Health Data ↗Konstantinos Skianis, A. Seza Doğruöz, John Pavlopoulos3 citations
- Tagengo: A Multilingual Chat Dataset ↗Peter Devine3 citations
- An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language Models ↗Fahim Faisal, Antonios Anastasopoulos1 citation
- Community OSCAR: A Community Effort for Multilingual Web Data ↗Manuel Brack, Malte Ostendorff, Pedro Ortiz Suarez et al.1 citation
- Detecting and Translating Language Ambiguity with Multilingual LLMs ↗Behrang Mehrparvar, Sandro Pezzelle1 citation
- Mitigating the Linguistic Gap with Phonemic Representations for Robust Cross-lingual Transfer ↗Haeji Jung, Changdae Oh, Jooeon Kang et al.1 citation
- Recipe for Zero-shot POS Tagging: Is It Useful in Realistic Scenarios? ↗Zeno Vandenbulcke, Lukas Vermeire, Miryam de Lhoneux1 citation
- What an Elegant Bridge: Multilingual LLMs are Biased Similarly in Different Languages ↗Viktor Mihaylov, Aleksandar Shtedritski1 citation
- CUNI and LMU Submission to the MRL 2024 Shared Task on Multi-lingual Multi-task Information Retrieval ↗Katharina Hämmerl, Andrei-Alexandru Manea, Gianluca Vico et al.
- Findings of the 2nd Shared Task on Multi-lingual Multi-task Information Retrieval at MRL 2024 ↗Francesco Tinner, Raghav Mantri, Mammad Hajili et al.
- Generalization Measures for Zero-Shot Cross-Lingual Transfer ↗Saksham Bassi, Duygu Ataman, Kyunghyun Cho
- Leveraging Adapters for Improved Cross-lingual Transfer for Low-Resource Creole MT ↗Marcell Fekete, Ernests Lavrinovics, Nathaniel Romney Robinson et al.
- MLT-DR: Multi-Lingual/Task Demonstration Retrieval An Attempt towards Generalized Retriever for In-Context Learning ↗Kazuma Hashimoto, Arjun Reddy Akula, Karthik Raman et al.
- McGill NLP Group Submission to the MRL 2024 Shared Task: Ensembling Enhances Effectiveness of Multilingual Small LMs ↗Senyu Li, Hao Yu, Jessica Ojo et al.
See all 30 papers in Workshop on Multilingual Representation Learning 2024 — accepted papers →
Papers with our summary in our library (1)
- Evaluating Multilingual Long-Context Models for Retrieval and ReasoningWorkshop on Multilingual Representation LearningAmeeta Agrawal, Andy Dang, Sina Bagheri Nezhad, et al.2024 · 13 citations
Top topics
Multilingual & cross-lingual NLP (1)Evaluation & benchmarks (1)Reasoning (1)Information retrieval & search (1)
Fields
Arts and Humanities (1)Computer Science (1)
Top authors
Top institutions
United StatesThis page in Markdown → https://md.research.elamur.ai/free/en/venues/mrl/2024/