AI and Climate Change Discourse: What Opinions Do Large Language Models Present?

Marcelo Sartori Locatelli | Pedro Dutenhefner | Arthur Buzelin | Pedro Loures Alzamora | Yan Aquino | Pedro Augusto Torres Bento | Samira Malaquias | Victoria Estanislau | Caio Santana | Lucas Dayrell | Marisa Affonso Vasconcelos | Wagner Meira Jr. | Virgilio Almeida |

Web(er) of Hate: A Survey on How Hate Speech Is Typed

Luna Wang | Andrew Caines | Alice Hutchings |

COGENT: A Curriculum-oriented Framework for Generating Grade-appropriate Educational Content

Zhengyuan Liu | Stella Xin Yin | Dion Hoe-Lian Goh | Nancy Chen |

CPIQA: Climate Paper Image Question Answering Dataset for Retrieval-Augmented Generation with Context-based Query Expansion

Rudra Mutalik | Abiram Panchalingam | Loitongbam Gyanendro Singh | Timothy J. Osborn | Ed Hawkins | Stuart E. Middleton |

Findings of the IWSLT 2025 Evaluation Campaign

Idris Abdulmumin | Victor Agostinelli | Tanel Alumäe | Antonios Anastasopoulos | Luisa Bentivogli | Ondřej Bojar | Claudia Borg | Fethi Bougares | Roldano Cattoni | Mauro Cettolo | Lizhong Chen | William Chen | Raj Dabre | Yannick Estève | Marcello Federico | Mark Fishel | Marco Gaido | Dávid Javorský | Marek Kasztelnik | Fortuné Kponou | Mateusz Krubiński | Tsz Kin Lam | Danni Liu | Evgeny Matusov | Chandresh Kumar Maurya | John P. McCrae | Salima Mdhaffar | Yasmin Moslem | Kenton Murray | Satoshi Nakamura | Matteo Negri | Jan Niehues | Atul Kr. Ojha | John E. Ortega | Sara Papi | Pavel Pecina | Peter Polák | Piotr Połeć | Ashwin Sankar | Beatrice Savoldi | Nivedita Sethiya | Claytone Sikasote | Matthias Sperber | Sebastian Stüker | Katsuhito Sudoh | Brian Thompson | Marco Turchi | Alex Waibel | Patrick Wilken | Rodolfo Zevallos | Vilém Zouhar | Maike Züfle |

LexiLogic at BEA 2025 Shared Task: Fine-tuning Transformer Language Models for the Pedagogical Skill Evaluation of LLM-based tutors

Souvik Bhattacharyya | Billodal Roy | Niranjan M | Pranav Gupta |

Beyond the Gold Standard in Analytic Automated Essay Scoring

Gabrielle Gaudeau |

SlavicNLP 2025 Shared Task: Detection and Classification of Persuasion Techniques in Parliamentary Debates and Social Media

Jakub Piskorski | Dimitar Dimitrov | Filip Dobranić | Marina Ernst | Jacek Haneczok | Ivan Koychev | Nikola Ljubešić | Michal Marcinczuk | Arkadiusz Modzelewski | Ivo Moravski | Roman Yangarber |

Proceedings of the 1st Workshop on Multimodal Augmented Generation via Multimodal Retrieval (MAGMaR 2025)

Reno Kriz | Kenton Murray |

LLMSR@XLLM25: An Empirical Study of LLM for Structural Reasoning

Xinye Li | Mingqi Wan | Dianbo Sui |

Typed-RAG: Type-Aware Decomposition of Non-Factoid Questions for Retrieval-Augmented Generation

DongGeon Lee | Ahjeong Park | Hyeri Lee | Hyeonseo Nam | Yunho Maeng |

Scaling Species Diversity Analysis in Carbon Credit Projects with Large-Context LLMs

Jessica Walkenhorst | Colin McCormick |

Story Generation with Large Language Models for African Languages

Catherine Nana Nyaah Essuman | Jan Buys |

Characterizing non-binary French: A first step towards debiasing gender inference

Marie Flesch | Heather Burnett |

AEHRC at BioLaySumm 2025: Leveraging T5 for Lay Summarisation of Radiology Reports

Wenjun Zhang | Shekhar Chandra | Bevan Koopman | Jason Dowling | Aaron Nicolson |