| 2024 | CoURAGE: A Framework to Evaluate RAG Systems. | Divyanshi Galla, Shaz Hoda, Meiwei Zhang, Wenzhe Quan, Tommy Dong Yang, Joseph Voyles |
| 2024 | Adaptive Greedy Layer Pruning: Iterative Layer Pruning with Subsequent Model Repurposing. | Tams Ficsor, Gbor Berend |
| 2024 | Automated Synonym Discovery for Taxonomy Maintenance Using Semantic Search Techniques. | Maziar Moradi Fard, Camilo Thorne, Paula Sorrolla Bayod, Saber A. Akhondi, Wytze Vlietstra |
| 2024 | Learning Section Weights for Multi-label Document Classification. | Maziar Moradi Fard, Paula Sorrolla Bayod, Kiomars Motarjem, Mohammad Alian Nejadi, Saber A. Akhondi, Camilo Thorne |
| 2024 | Towards Generating High-Quality Knowledge Graphs by Leveraging Large Language Models. | Morteza Kamaladdini Ezzabady, Frdric Ieng, Hanieh Khorashadizadeh, Farah Benamara, Sven Groppe, Soror Sahri |
| 2024 | Detecting Attribute Information in Notice to Airman. | Minal Nitin Dani, Maunendra Sankar Desarkar |
| 2024 | Unveiling the Hate: Generating Faithful and Plausible Explanations for Implicit and Subtle Hate Speech Detection. | Greta Damo, Nicols Benjamn Ocampo, Elena Cabrio, Serena Villata |
| 2024 | DeepCodeGraph: A Language Model for Compile-Time Resource Optimization Using Masked Graph Autoencoders. | Federico Cichetti, Emanuele Parisi, Andrea Acquaviva, Francesco Barchi |
| 2024 | BEQuizzer: AI-Based Quiz Automatic Generation in the Portuguese Language. | Vctor Jess Sotelo Chico, Jlia Ferreira Tessler, Rodrigo Bonacin, Jlio Cesar dos Reis |
| 2024 | Toward Automatic Group Membership Annotation for Group Fairness Evaluation. | Fumian Chen, Dayu Yang, Hui Fang |
| 2024 | CWordTM: Towards a Topic Modeling Toolkit from Low-Code to Pro-Code. | Wing-Fat Johnny Cheng |
| 2024 | Automating Gender-Inclusive Language Modification in Italian University Administrative Documents. | Aurora Cerabolini, Gabriella Pasi, Marco Viviani |
| 2024 | Adaptation of Large Language Models for the Public Sector: A Clustering Use Case. | Emilien Caudron, Nathan Ghesquire, Wouter Travers, Alexandra Balahur |
| 2024 | Question Generation Capabilities of "Small" Large Language Models. | Joshua Berger, Jonathan Ko, Markos Stamatakis, Anett Hoppe, Ralph Ewerth, Christian Wartena |
| 2024 | PET Annotation Visualizer: A Tool to Visualize the Process Model Extraction from Text (PET) Dataset. | Patrizio Bellan, Mauro Dragoni |
| 2024 | Large Language Models for Few-Shot Automatic Term Extraction. | Shubhanker Banerjee, Bharathi Raja Chakravarthi, John Philip McCrae |
| 2024 | Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights. | Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Khnberger |
| 2024 | The Influence of Iconicity in Transfer Learning for Sign Language Recognition. | Keren Artiaga, Conor Lynch, Haithem Afli, Mohammed Hasanuzzaman |
| 2024 | Relation Extraction Techniques in Cyber Threat Intelligence. | Dincy R. Arikkat, P. Vinod, Rafidha Rehiman K. A., Serena Nicolazzo, Antonino Nocera, Mauro Conti |
| 2024 | Legal Text Analysis Using Large Language Models. | Yasir Arfat, Marco Colella, Enrico Marello |
| 2024 | Fine-Tuning BERT on Coarse-Grained Labels: Exploring Hidden States for Fine-Grained Classification. | Aftab Anjum, Ralf Krestel |
| 2024 | Improving DRS-to-Text Generation Through Delexicalization and Data Augmentation. | Muhammad Saad Amin, Luca Anselma, Alessandro Mazzei |
| 2024 | Enhancing Relation Extraction Through Augmented Data: Large Language Models Unleashed. | Manzoor Ali, Muhammad Sohail Nisar, Muhammad Saleem, Diego Moussallem, Axel-Cyrille Ngonga Ngomo |
| 2023 | A Comparative Study of Evaluation Metrics for Long-Document Financial Narrative Summarization with Transformers. | Nadhem Zmandar, Mahmoud El-Haj, Paul Rayson |
| 2023 | Less is More: A Prototypical Framework for Efficient Few-Shot Named Entity Recognition. | Yue Zhang, Hui Fang |