Workshop on Multilingual Representation Learning 2025 — accepted papers
Workshop on Multilingual Representation Learning 2025 is the 2025 edition of the Workshop on Multilingual Representation Learning (publisher: Association for Computational Linguistics). The ACL Anthology lists 41 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
- jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval ↗Michael Günther, Saba Sturua, Mohammad Kalim Akram et al.24 citations
- Improving Language Transfer Capability of Decoder-only Architecture in Multilingual Neural Machine Translation ↗Zhi Qu, Yiran Wang, Chenchen Ding et al.3 citations
- Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap ↗Hyunwoo Ko, Guijin Son, Dasol Choi3 citations
- Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts ↗Chunlan Ma, Yihong Liu, Haotian Ye et al.2 citations
- On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation ↗Jirui Qi, Raquel Fernández, Arianna Bisazza2 citations
- Quality-Aware Translation Tagging in Multilingual RAG system ↗Hoyeon Moon, Byeolhee Kim, Nikhil Verma2 citations
- SOI Matters: Analyzing Multi-Setting Training Dynamics in Pretrained Language Models via Subsets of Interest ↗Shayan Vassef, Amirhossein Dabiriaghdam, Mohammadreza Bakhtiari et al.2 citations
- When Scripts Diverge: Strengthening Low-Resource Neural Machine Translation Through Phonetic Cross-Lingual Transfer ↗Ammon Shurtz, Christian Richardson, Stephen D. Richardson2 citations
- A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities ↗Haotian Ye, Axel Wisiorek, Antonis Maronikolakis et al.1 citation
- Alif: Advancing Urdu Large Language Models via Multilingual Synthetic Data Distillation ↗Muhammad Ali Shafique, Kanwal Mehreen, Muhammad Arham et al.1 citation
All accepted papers (41)
- jina-embeddings-v4: Universal Embeddings for Multimodal Multilingual Retrieval ↗Michael Günther, Saba Sturua, Mohammad Kalim Akram et al.24 citations
- Improving Language Transfer Capability of Decoder-only Architecture in Multilingual Neural Machine Translation ↗Zhi Qu, Yiran Wang, Chenchen Ding et al.3 citations
- Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap ↗Hyunwoo Ko, Guijin Son, Dasol Choi3 citations
- Exploring the Role of Transliteration in In-Context Learning for Low-resource Languages Written in Non-Latin Scripts ↗Chunlan Ma, Yihong Liu, Haotian Ye et al.2 citations
- On the Consistency of Multilingual Context Utilization in Retrieval-Augmented Generation ↗Jirui Qi, Raquel Fernández, Arianna Bisazza2 citations
- Quality-Aware Translation Tagging in Multilingual RAG system ↗Hoyeon Moon, Byeolhee Kim, Nikhil Verma2 citations
- SOI Matters: Analyzing Multi-Setting Training Dynamics in Pretrained Language Models via Subsets of Interest ↗Shayan Vassef, Amirhossein Dabiriaghdam, Mohammadreza Bakhtiari et al.2 citations
- When Scripts Diverge: Strengthening Low-Resource Neural Machine Translation Through Phonetic Cross-Lingual Transfer ↗Ammon Shurtz, Christian Richardson, Stephen D. Richardson2 citations
- A Federated Approach to Few-Shot Hate Speech Detection for Marginalized Communities ↗Haotian Ye, Axel Wisiorek, Antonis Maronikolakis et al.1 citation
- Alif: Advancing Urdu Large Language Models via Multilingual Synthetic Data Distillation ↗Muhammad Ali Shafique, Kanwal Mehreen, Muhammad Arham et al.1 citation
- Conditions for Catastrophic Forgetting in Multilingual Translation ↗Danni Liu, Jan Niehues1 citation
- Culturally-Nuanced Story Generation for Reasoning in Low-Resource Languages: The Case of Javanese and SundaneseSalsabila Zahirah Pranida, Rifo Ahmad Genadi, Fajri Koto1 citation · our summary
- Monolingual Adapter Networks for Efficient Cross-Lingual Alignment ↗Pulkit Arya1 citation
- Reversible Disentanglement of Meaning and Language Representations from Multilingual Sentence Encoders ↗Keita Fukushima, Tomoyuki Kajiwara, Takashi Ninomiya1 citation
- RoBiologyDataChoiceQA: A Romanian Dataset for improving Biology understanding of Large Language Models ↗Dragos-Dumitru Ghinea, Adela-Nicoleta Corbeanu, Marius-Adrian Dumitran1 citation
- CLIRudit: Cross-Lingual Information Retrieval of Scientific Documents ↗Francisco Valentini, Diego Kozlowski, Vincent Lariviere
- CoCo-CoLa: Evaluating and Improving Language Adherence in Multilingual LLMs ↗Elnaz Rahmati, Alireza Salkhordeh Ziabari, Morteza Dehghani
- Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction ↗Mengying Yuan, WenHao Wang, Zixuan Wang et al.
- Cross-lingual Transfer Dynamics in BLOOMZ: Insights into Multilingual Generalization ↗Sabyasachi Samantaray, Preethi Jyothi
- Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations ↗Patrick Amadeus Irawan, Ryandito Diandaru, Belati Jagad Bintang Syuhada et al.
- How Can We Relate Language Modeling to Morphology? ↗Wessel Poelman, Thomas Bauwens, Miryam de Lhoneux
- Language Surgery in Multilingual Large Language Models ↗Joanito Agili Lopo, Muhammad Ravi Shulthan Habibi, Tack Hwa Wong et al.
- Meta-Pretraining for Zero-Shot Cross-Lingual Named Entity Recognition in Low-Resource Philippine Languages ↗David Demitri Africa, Suchir Salhan, Yuval Weiss et al.
See all 41 papers in Workshop on Multilingual Representation Learning 2025 — accepted papers →
Papers with our summary in our library (1)
- Culturally-Nuanced Story Generation for Reasoning in Low-Resource Languages: The Case of Javanese and SundaneseWorkshop on Multilingual Representation LearningSalsabila Zahirah Pranida, Rifo Ahmad Genadi, Fajri Koto2025 · 8 citations
Top topics
Text generation (1)Low-resource languages (1)Reasoning (1)
Fields
Arts and Humanities (1)Computer Science (1)
Top authors
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