---
title: "Workshop on Scaling Up Multilingual Evaluation 2025"
description: "Workshop on Scaling Up Multilingual Evaluation 2025 — accepted papers: 1 paper in the Elamur Research library (Abu Dhabi), with our…"
canonical: "https://research.elamur.ai/free/en/venues/sumeval/2025/"
---
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# 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

[**5** papers in the proceedings](#all) · [**1** work in our library](https://md.research.elamur.ai/free/en/venues/sumeval/2025/#works) · [**10** citations of these works](https://md.research.elamur.ai/free/en/venues/sumeval/2025/#works)

## 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 ↗](https://aclanthology.org/2025.sumeval-2.4/)**Tsegaye Misikir Tashu, Eduard-Raul Kontos, Matthia Sabatelli et al.
2. **[CrossIn: An Efficient Instruction Tuning Approach for Cross-Lingual Knowledge Alignment ↗](https://aclanthology.org/2025.sumeval-2.2/)**Geyu Lin, Bin Wang, Zhengyuan Liu et al.
3. **[Evaluating Dialect Robustness of Language Models via Conversation Understanding](https://md.research.elamur.ai/free/en/papers/srirag-2025-evaluating-dialect-robustness-language-models/)**Dipankar Srirag, Nihar Ranjan Sahoo, Aditya Joshi*our summary*
4. **[The First Multilingual Model For The Detection of Suicide Texts ↗](https://aclanthology.org/2025.sumeval-2.1/)**Rodolfo Joel Zevallos, Annika Marie Schoene, John E. Ortega
5. **[VRCP: Vocabulary Replacement Continued Pretraining for Efficient Multilingual Language Models ↗](https://aclanthology.org/2025.sumeval-2.5/)**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 Understanding](https://md.research.elamur.ai/free/en/papers/srirag-2025-evaluating-dialect-robustness-language-models/) [Workshop on Scaling Up Multilingual Evaluation](https://md.research.elamur.ai/free/en/venues/sumeval/)**Dipankar Srirag, Nihar Ranjan Sahoo, Aditya Joshi*2025 · 10 citations*

## Top topics

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

[Language models & pretraining (1)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Evaluation & benchmarks (1)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/)

## 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.

[🧑‍🔬**Aditya Joshi**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/aditya-joshi/) · [🧑‍🔬**Dipankar Srirag**1 work here · 10 citations](https://md.research.elamur.ai/free/en/authors/dipankar-srirag/)

## Top institutions

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

[🎓**Indian Institute of Technology Bombay** Mumbai · India 1 work here](https://md.research.elamur.ai/free/en/universities/indian-institute-of-technology-bombay/) · [🎓**UNSW Sydney** Sydney · Australia 1 work here](https://md.research.elamur.ai/free/en/universities/unsw-sydney/)

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

- [← previous Workshop on Scaling Up Multilingual Evaluation 2022](https://md.research.elamur.ai/free/en/venues/sumeval/2022/)
- [↑ back to Workshop on Scaling Up Multilingual Evaluation](https://md.research.elamur.ai/free/en/venues/sumeval/)