📰 Workshop on Scaling Up Multilingual Evaluation 2025 — accepted papers

Workshop on Scaling Up Multilingual Evaluation 2025 is the 2025 edition of the Workshop on Scaling Up Multilingual Evaluation, held in Abu Dhabi, January 2025 (publisher: Association for Computational Linguistics). The ACL Anthology lists 5 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.

📍 Abu Dhabi · 🗓 January 2025

All accepted papers (5)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. Cross-Lingual Document Recommendations with Transformer-Based Representations: Evaluating Multilingual Models and Mapping Techniques ↗Tsegaye Misikir Tashu, Eduard-Raul Kontos, Matthia Sabatelli et al.
2. CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment ↗Geyu Lin, Bin Wang, Zhengyuan Liu et al.
3. Evaluating Dialect Robustness of Language Models via Conversation UnderstandingDipankar Srirag, Nihar Ranjan Sahoo, Aditya Joshiour summary
4. The First Multilingual Model For The Detection of Suicide Texts ↗Rodolfo Joel Zevallos, Annika Marie Schoene, John E. Ortega
5. VRCP: Vocabulary Replacement Continued Pretraining for Efficient Multilingual Language Models ↗Yuta Nozaki, Dai Nakashima, Ryo Sato et al.

📄 Papers with our summary in our library (1)

The most cited first (OpenAlex citations plus our library's).

1. Evaluating Dialect Robustness of Language Models via Conversation UnderstandingWorkshop on Scaling Up Multilingual EvaluationDipankar Srirag, Nihar Ranjan Sahoo, Aditya Joshi2025 · 10 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (1)📏Evaluation & benchmarks (1)

📚 Fields

🎭Arts and Humanities (1)🖥️Computer Science (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓Indian Institute of Technology BombayMumbai · India1 work here🎓UNSW SydneySydney · Australia1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

This page in Markdown → https://md.research.elamur.ai/free/en/venues/sumeval/2025/