Registration

14:00-14:20

Opening session 

Session Chair: Eric Monteiro

• Opening ceremony

Keynote Speaker 1: Erlend Aune

Coffee break

15:50-16:50

Session 1: Generative Models and LLMs I

Session Chair: Eric Monteiro

• Summarising Regulations: an Empirical Study of Long-Document Summarisation Methods under Extreme Compression by Tuba Gokhan, Mubashir Ali and Mark Lee

• Using Text Simplification in Norwegian News Summarization by Vandana Yadav, Jon Atle Gulla,
  Özlem Özgöbek and Lemei Zhang

• Temporal Reframing as a Historical Reasoning Task for Large Language Models by Lars Bungum, Charles Yijia Huang and Abeer Kashar

09:00-10:00

Session 2: Social Media and Web Data

Session Chair: Benjamin Kille

• Ontology-Augmented Prompt Engineering for Aspect-Based Sentiment Classification by Quinten van de Vijver, Emma van Breukelen, Arjan Noordermeer, Anastasia Glebova and Flavius Frasincar

• Adaptive Filtering for Large Language Models by Ryan Marinelli

• Consp2VecD: A Dataset based on Emotional Dynamics expressed by Reddit Conspiracy Groups for Information Disorder Analysis by Luigi Lomasto, Nicola Lettieri, Delfina Malandrino, Valerio Mosca and Rocco Zaccagnino

Session 3: AI Safety and Ethics

Session Chair: Kerstin Bach

• Mitigating Gender Bias in English to Romanian Machine Translation by Ioana Grigore and Sergiu Nisioi

• Zoom In Disparities in Healthcare LLM Q&A by Ipek Baris Schlicht, Burcu Sayin, Zhixue Zhao, Frederik M. Labonté, Cesare Barbera, Marco Viviani, Paolo Rosso and Lucie Flek

• BEADS: Bias Evaluation Across Domains by Shaina Raza, Mizanur Rahman and Michael R. Zhang

11:00-11:30

Coffee Break

Keynote Speaker 2: Magnus Jensen

12:30-14:20

Lunch

14:20-15:00

Session 4: Generative Models and LLMs II

Session Chair: Elena Cabrio

• Panel Discussion: Missing long-term business model for LLMs: Can they become sustainable?

Session 5: Efficient/Low-resource Methods in NLP

Session Chair: Vijayan Sugumaran

• Towards Robust Uzbek Neural Dependency Parsing: Cross-Treebank Training by Sanatbek Matlatipov

• Tokenizations for Austronesian Language Models: study on languages in Indonesia Archipelago by Andhika Bernad Lumbantobing, Hokky Situngkir and Kevin Siringo Ringo

• Efficient Error-Type Transfer for Grammatical Error Detection via Embedding Alignment by Corina Masanti, Hans-Friedrich Witschel and Kaspar Riesen

Coffee Break

Session 6: Information Retrieval and Text Mining

Session Chair: Jon Atle Gulla

• Evaluating Noisy Optimization in Finetuning LMs for Neural Ranking by Daniel Vollmers, Arnab Sharma and
  Axel-Cyrille Ngonga Ngomo

• Evaluating LLM-Generated Wikipedia Content: Political Topics in a French Setting by Jeanne Vermeirsche, Eric SanJuan and Tania Jiménez

• Adapting GPT for Egyptian Arabic–English Code-Switched Sentiment Analysis through Prompting, Retrieval, and Sentiment-Guided Fine-Tuning by Ahmed Sherif, Reem Hussein and Caroline Sabty

09:30-10:30

Session 7: Explainable AI

Session Chair: Farid Meziane

• Attention-Pruned SHAP: Accelerating SHAP-Based Explainability with Attention-Guided Feature Pruning by Hamza Shafik, Ahmed Sherif and Caroline Sabty

• When Words Move Markets: Interpretable Behavioural and Robustness Analysis of LLMs for Financial Sentiment Reasoning via Local Perturbation Explanations by Sania Verma, Koorosh Aslansefat, Joyjit Chatterjee, Akash Marar, Anu Mehra and Aisha Ekundayo

• Temporal Structure in LLM Reasoning: Analyzing Hidden States and Semantic Embeddings by Kotaro Otomura, Kosuke Nakamura, Katsuki Kobayashi, Mitsuki Nakamura, Ryo Hase and Jumpei Hato

11:00-11:40

Session 8: Interpretability and Model Analysis in NLP

Session Chair: Helmut Horacek

• Expansion Is Not Enough: Revisiting Dynamically Expandable Networks for NLP Tasks by M. Uzzwal Vanshik Reddy, Sowmya Kamath S. and Vijayan Sugumaran

• Automated ICD-10 Coding Approaches with UMLS Integration and Model Interpretability Support by Ritik Mahajan, Sowmya Kamath S., Vijayan Sugumaran2 and Geetha V.

Closing Ceremony