Papers
Probing Gender Bias in Multilingual LLMs: A Case Study of Stereotypes in Persian
Ghazal Kalhor, Behnam Bahrak
ValueCompass: A Framework for Measuring Contextual Value Alignment Between Human and LLMs
Hua Shen, Tiffany Knearem, Reshmi Ghosh et al.
That Ain’t Right: Assessing LLM Performance on QA in African American and West African English Dialects
William Coggins, Jasmine McKenzie, Sangpil Youm et al.
Findings of the WMT 2025 Shared Task on Model Compression: Early Insights on Compressing LLMs for Machine Translation
Marco Gaido, Roman Grundkiewicz, Thamme Gowda et al.
Findings of the WMT 2025 Shared Task LLMs with Limited Resources for Slavic Languages: MT and QA
Shu Okabe, Daryna Dementieva, Marion Di Marco et al.
Marco Large Translation Model at WMT2025: Transforming Translation Capability in LLMs via Quality-Aware Training and Decoding
Hao Wang, Linlong Xu, Heng Liu et al.
A* Decoding for Machine Translation in LLMs - SRPOL Participation in WMT2025
Adam Dobrowolski, Paweł Przewłocki, Paweł Przybysz et al.
IRB-MT at WMT25 Translation Task: A Simple Agentic System Using an Off-the-Shelf LLM
Ivan Grubišić, Damir Korencic
Evaluation of LLM for English to Hindi Legal Domain Machine Translation Systems
Kshetrimayum Boynao Singh, Deepak Kumar, Asif Ekbal
Tagged Span Annotation for Detecting Translation Errors in Reasoning LLMs
Taemin Yeom, Yonghyun Ryu, Yoonjung Choi et al.
UvA-MT at WMT25 Evaluation Task: LLM Uncertainty as a Proxy for Translation Quality
Di Wu, Christof Monz
TartuNLP at WMT25 LLMs with Limited Resources for Slavic Languages Shared Task
Taido Purason, Mark Fishel
JGU Mainz’s Submission to the WMT25 Shared Task on LLMs with Limited Resources for Slavic Languages: MT and QA
Hossain Shaikh Saadi, Minh Duc Bui, Mario Sanz-Guerrero et al.
EdinHelsOW WMT 2025 CreoleMT System Description: Improving Lusophone Creole Translation through Data Augmentation, Model Merging and LLM Post-editing
Jacqueline Rowe, Ona De Gibert, Mateusz Klimaszewski et al.
Fine-tuning NMT Models and LLMs for Specialised EN-ES Translation Using Aligned Corpora, Glossaries, and Synthetic Data: MULTITAN at WMT25 Terminology Shared Task
Lichao Zhu, Maria Zimina-Poirot, Cristian Valdez et al.
Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts
Wenyan Cong, Hanxue Liang, Peihao Wang et al.
Zeroth-Order Fine-Tuning of LLMs in Random Subspaces
Ziming Yu, Pan Zhou, Sike Wang et al.
Hints of Prompt: Enhancing Visual Representation for Multimodal LLMs in Autonomous Driving
Hao Zhou, Zhanning Gao, Zhili Chen et al.
Prompt-A-Video: Prompt Your Video Diffusion Model via Preference-Aligned LLM
Yatai Ji, Jiacheng Zhang, Jie Wu et al.
Analyzing Finetuning Representation Shift for Multimodal LLMs Steering
Pegah Khayatan, Mustafa Shukor, Jayneel Parekh et al.
Social Debiasing for Fair Multi-modal LLMs
Harry Cheng, Yangyang Guo, Qingpei Guo et al.
MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs
Hui Sun, Shiyin Lu, Huanyu Wang et al.
PanoLlama: Generating Endless and Coherent Panoramas with Next-Token-Prediction LLMs
Teng Zhou, Xiaoyu Zhang, Yongchuan Tang
AIM: Adaptive Inference of Multi-Modal LLMs via Token Merging and Pruning
Yiwu Zhong, Zhuoming Liu, Yin Li et al.
ILLUME: Illuminating Your LLMs to See, Draw, and Self-Enhance
Chunwei Wang, Guansong Lu, Junwei Yang et al.