7 Papers Accepted at EMNLP 2025!
The Conference on Empirical Methods in Natural Language Processing (EMNLP) is a major annual conference for researchers in natural language processing, machine learning, and artificial intelligence. It has been organized by the Association for Computational Linguistics (ACL) Special Interest Group on Data (SIGDAT) since 1996 and is celebrating its 30th anniversary this year.
We are happy to share that Archimedes Research Unit of the Athena Research Center in Greece has had seven publications accepted at EMNLP 2025 and that this year’s conference is taking place in Suzhou, China, from November 4th to November 9th, 2025.
Congratulations to the Archimedes, Athena Research Center, Greece community researchers Sophia Ananiadou, Ion Androutsopoulos, John Pavlopoulos, Grigorios Tsoumakas, Dimitrios Galanis, Efstathia Soufleri, Jimin Huang, Odysseas Chlapanis, Nikos Gkoumas, Panagiotis Kaliosis, Dimitris Tsirmpas, Triantafillos Papadopoulos, Katerina Korre, and Eleni Partalidou for having their papers accepted.
The following seven Archimedes publications have been accepted at EMNLP 2025:
i. Towards Trustworthy Summarization of Cardiovascular Articles: A Factuality-and-Uncertainty Aware Biomedical LLM Approach
Eleni Partalidou, Tatiana Passali, Chrysoula Zerva, Grigorios Tsoumakas, and Sophia Ananiadou
⚬ ACL Anthology web link: https://aclanthology.org/2025.uncertainlp-main.18.pdf
ii. GreekBarBench: A Challenging Benchmark for Free-Text Legal Reasoning and Citations
Odysseas S. Chlapanis, Dimitrios Galanis, Nikolaos Aletras, and Ion Androutsopoulos
⚬ ACL Anthology web link: https://aclanthology.org/2025.findings-emnlp.1368.pdf
iii. Evaluation and Facilitation of Online Discussions in the LLM Era: A Survey
Katerina Korre, Dimitris Tsirmpas, Nikos Gkoumas, Emma Cabalé, Danai Myrtzani, Theodoros Evgeniou, Ion Androutsopoulos, and John Pavlopoulos
⚬ ACL Anthology web link: https://aclanthology.org/2025.emnlp-main.1243.pdf
iv. Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance
Xueqing Peng, Triantafillos Papadopoulos, Efstathia Soufleri, Polydoros Giannouris, Ruoyu Xiang, Yan Wang, Lingfei Qian, Jimin Huang, Qianqian Xie, and Sophia Ananiadou
⚬ ACL Anthology web link: https://aclanthology.org/2025.emnlp-main.1535.pdf
v. FoodSafeSum: Enabling Natural Language Processing Applications for Food Safety Document Summarization and Analysis
Juli Bakagianni, Korbinian Randl, Guido Rocchietti, Cosimo Rulli, Franco Maria Nardini, Aron Henriksson, Salvatore Trani, Anna Romanova, and John Pavlopoulos
⚬ ACL Anthology web link: https://aclanthology.org/2025.findings-emnlp.911.pdf
vi. Learning to Align: Addressing Character Frequency Distribution Shifts in Handwritten Text Recognition
Panagiotis Kaliosis, and John Pavlopoulos
⚬ ACL Anthology web link: https://aclanthology.org/2025.findings-emnlp.1014.pdf
vii. Selective Preference Optimization via Token-Level Reward Function Estimation
Kailai Yang, Zhiwei Liu, Qianqian Xie, Jimin Huang, Erxue Min, and Sophia Ananiadou
⚬ ACL Anthology web link: https://aclanthology.org/2025.emnlp-main.359.pdf
EMNLP 2025 webpage: https://2025.emnlp.org/
