Main Track (Full Papers)
| Authors | Title |
|---|---|
| Aftab Anjum and Ralf Krestel | Fine-Tuning BERT On Coarse-Grained Labels: Exploring Hidden States For Fine-Grained Classification |
| Jonas Schnepf, Tugranur Engin, Simon Anderer and Bernd Scheuermann | Studies on the Use of Large Language Models for the Automation of Business Processes in Enterprise Resource Planning Systems |
| Mohamad Ballout, Ulf Krumnack, Gunther Heidemann and Kai-Uwe Kühnberger | Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights |
| Hye Jin Kim, Nicolas Lell and Ansgar Scherp | Text Role Classification in Scientific Charts Using Multimodal Transformers |
| Tiezhu Sun, Weiguo Pian, Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé and Jacques Klein | LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning |
| Mohsinul Kabir, Faria Binte Kader, Nafisa Hossain Nujat, Tasmia Binte Sogir, Fatin Abrar Shams, Hasan Mahmud and Kamrul Hasan | Unveiling Depression on Social Media: Active Learning with Human-in-the-Loop Labeling for Mental Health Data Annotation and Analysis |
| Taichiro Kobayashi, Kanako Komiya and Hiroyuki Shinnou | All-words Pronunciation Estimation of Japanese Homographs Using Automatically Tagged Data |
| Valeriya Goloviznina and Evgeny Kotelnikov | I’ve got the “Answer”! Interpretation of LLMs Hidden States in Question Answering |
| Muhammad Saad Amin, Luca Anselma and Alessandro Mazzei | Improving DRS-to-Text Generation through Delexicalization and Data Augmentation |
| Shubhanker Banerjee, Bharathi Raja Chakravarthi and John McCrae | Large Language Models for Few-Shot Automatic Term Extraction |
| Kotaro Nagayama, Shota Kato and Manabu Kano | Data Augmentation Method Utilizing Template Sentences for Variable Definition Extraction |
| Mehari Yohannes Hailemariam, Steven Lynden, Toshiyuki Amagasa and Akiyoshi Matono | Semi-supervised Named Entity Recognition for Low-Resource Languages using Dual PLMs |
| Tim Menzner and Jochen L. Leidner | Improved Models for Media Bias Detection and Subcategorization |
| Wondimagegnhue Tsegaye Tufa, Ilia Markov and Piek Vossen | Grounding Toxicity in Real-World Events across Languages |
| Greta Damo, Nicolás Benjamín Ocampo, Elena Cabrio and Serena Villata | Unveiling the Hate: Generating Faithful and Plausible Explanations for Implicit and Subtle Hate Speech Detection |
| Keren Artiaga, Conor Lynch, Haithem Afli and Mohammed Hasanuzzaman | The Influence of Iconicity in Transfer Learning for Sign Language Recognition |
| Elisei Rykov, Egor Malkershin and Alexander Panchenko | S3: A Simple Strong Sample-Effective Multimodal Dialog System |
| Francesca Grasso, Alberto Valese and Marta Micheli | Body-Shaming Detection and Classification in Italian Social Media |
| Tamás Ficsor and Gábor Berend | Adaptive Greedy Layer Pruning: Iterative Layer Pruning With Subsequent Model Repurposing |
| Fumian Chen, Dayu Yang and Hui Fang | Toward Automatic Group Membership Annotation for Group Fairness Evaluation |
| Amirhossein Layegh, Amir H. Payberah and Mihhail Matskin | REA: Refine-Estimate-Answer Prompting for Zero-Shot Relation Extraction |
| Vlad-Cristian Matei, Iulian-Marius Tăiatu, Răzvan-Alexandru Smădu and Dumitru-Clementin Cercel | Enhancing Offensive Language Detection through Knowledge Distillation, Multi-Task Learning and Data Augmentation |
| Aurora Cerabolini, Gabriella Pasi and Marco Viviani | Automating Gender-Inclusive Language Modification in Italian University Administrative Documents |
| Dincy R Arikkat, Vinod P, Rafidha Rehiman K. A., Serena Nicolazzo, Antonino Nocera and Mauro Conti | An SoK of Relation Extraction Techniques in Cyber Threat Intelligence |
| Alejandro Sierra-Múnera and Ralf Krestel | Shact: Disentangling and Clustering Latent Syntactic Structures from Transformer Encoders |
| Harrison Gietz and Jugal Kalita | MaskPure: Improving Defense Against Text Adversaries with Stochastic Purification |
| Fillipe Santos, Julio Reis and Marcelo Reis | SERIEMA: A Framework to Enhance Clustering Stability, Compactness, and Separation by Fusing Multimodal Data |
| Anfu Tang, Claire Nédellec, Louise Deléger, Pierre Zweigenbaum and Robert Bossy | Exploiting Graph Embeddings from Knowledge Bases for Neural Biomedical Relation Extraction |
| Sangpil Youm, Brodie Mather, Chathuri Jayaweera, Juliana Prada and Bonnie Dorr | DAHRS: Divergence-Aware Hallucination-Remediated SRL Projection |
| Edmond Menya, Mathieu Roche, Roberto Interdonato and Dickson Owuor | EpidGPT: A Combined Strategy to Discriminate Between Redundant and New Information for Epidemiological Surveillance Systems |
| Morteza Kamaladdini Ezzabady, Frederic Ieng, Hanieh Khorashadizadeh, Farah Benamara, Sven Groppe and Soror Sahri | Towards Generating High-Quality Knowledge Graphs by Leveraging Large Language Models |
| Federico Cichetti, Emanuele Parisi, Andrea Acquaviva and Francesco Barchi | DeepCodeGraph: A Language Model for Compile-Time Resource Optimization Using Masked Graph Autoencoders |
| Zhou Gui, Layla Kuty and Andreas Harth | Design and Implementation of a Natural Language Interface for Controlling the Web of Things Devices |
| Ria Hari Gusmita, Muhammad Faruq, Diego Moussallem and Axel-Cyrille Ngonga Ngomo | IndEL: Indonesian Entity Linking Benchmark Dataset for General and Specific Domains |
| Rungsiman Nararatwong, Natthawut Kertkeidkachorn, Yuting Shi and Ryutaro Ichise | Semantic Multi-Concept Annotation for Tabular Data in Financial Documents |
Main Track (Short Papers)
| Authors | Title |
|---|---|
| Linrui Zhang and Belinda Copus | Large-scale Language Models for Sarcasm Detection with Data Augmentation |
| Gokul Thota and Vasudeva Varma | Generating entity embeddings for populating Wikipedia Knowledge Graph by Notability detection |
| Elisa Di Nuovo, Emmanuel Cartier and Bertrand De Longueville | Meet XLM-RLnews-8: Not just another sentiment analysis model |
| Wing-Fat Johnny Cheng | CWordTM: Towards a Topic Modeling Toolkit from Low-Code to Pro-Code |
| Chengguang Gan, Qinghao Zhang and Tatsunori Mori | Think from Words(TFW): Initiating Human-Like Cognition in Large Language Models Through Think from Words for Japanese Text-level Classification |
| Md Kowsher, Ritesh Panditi, Nusrat Jahan Prottasha, Prakash Bhat, Anupam Kumar Bairagi and Mohammad Shamsul Arefin | Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM |
| Manzoor Ali, Muhammad Sohail Nisar, Diego Moussallem, Muhammad Saleem and Axel-Cyrille Ngonga Ngomo | Enhancing Relation Extraction Through Augmented Data: Large Language Models Unleashed |
| Patrizio Bellan and Mauro Dragoni | PET Annotation Visualizer: A Tool to Visualize the Process Models Extraction from Text (PET) Dataset |
| Xiaotong Ye, Ling Xiao, Chi Zhang and Toshihiko Yamasaki | E-ReaRev: Adaptive Reasoning for Question Answering over Incomplete Knowledge Graphs by Edge and Meaning Extensions |
| Zehui Liang, Keli Xie, Siyuan Lu, Shiyu Bo, Tuohetiyaer Yeerpan and Zhongfeng Wang | ECR: An Expertise-Enriched Conclude-then-Refine Summarization Framework for Professional Articles |
| Maria Lysyuk, Mikhail Salnikov, Pavel Braslavski and Alexander Panchenko | Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering |
| Mazen Nabil, Aya Abdalla, Nada Sharaf and Caroline Sabty | Bridging the Gap: Developing an Automatic Speech Recognition System for Egyptian Dialect Integration into Chatbots |
| Miao Hu, Zhiwei Lin and Adele Marshall | Issue Links Retrieval for New Issues in Issue Tracking Systems |
| Amit Maraj, Miguel Martin and Masoud Makrehchi | Coherence Graphs: Bridging the Gap in Text Segmentation with Unsupervised Learning |
| Salomon Kabongo Kabenamualu, Jennifer D’Souza and Sören Auer | Effective Context Selection in LLM-based Leaderboard Generation: An Empirical Study |
| Christian Lang, Ngoc Duyen Tanja Tu and Roman Schneider | Automatic Question Answering for the Linguistic Domain – An Evaluation of LLM Knowledge Base Extension with RAG |
| Beimnet Zenebe, Yalemisew Abgaz and Solomon Gizaw | Evaluation of Gender Bias in Amharic Word Embedding Model |
| Joshua Berger, Jonathan Koß, Markos Stamatakis, Anett Hoppe, Ralph Ewerth and Christian Wartena | Question Generation Capabilities of “Small” Large Language Models |
| Minal Dani and Maunendra Desarkar | Detecting Attribute Information in Notice to Airman |
| Imane Guellil, Salomé Andres, Bruce Guthrie, Atul Anand, Huayu Zhang, Abul Kalam Hasan, Honghan Wu and Beatrice Alex | Enhancing Natural Language Processing Capabilities in Geriatric Patient Care: An Annotation Scheme and Guidelines |
| Mahsa Shamsabadi and Jennifer D’Souza | A FAIR and Free Prompt-based Research Assistant |
| Mohammad Arif Payenda, Abdul Razaq Vahidi, Mohammad Ali Hussiny, Andreas Prinz and Lilja Øvrelid | PashtoEmo: Enhancing Text-Based Emotion Analysis in the Pashto Language through Dataset Creation |
| Victor Sotelo, Julia Tessler, Julio Cesar dos Reis and Rodrigo Bonacin | BEQuizzer: AI-based Quiz Automatic Generation in Portuguese Language |
| Stephen Mander and Jesse Phillips | LISAScore: Exploring Linear Sum Assignment on BERTScore |
| Yasir Arfat, Marco. Colella and Enrico Marello | Legal Text Analysis Using Large Language Models in NLP |
| Tom Pieper, Mohamad Ballout, Ulf Krumnack, Gunther Heidemann and Kai-Uwe Kühnberger | Enhancing Small Language Models via ChatGPT and Dataset Augmentation |
| Roberto Nai, Emilio Sulis, Ishrat Fatima and Rosa Meo | Large Language Models and Recommendation Systems: A Proof-of-Concept Study on Public Procurements |
| Maria Molchanova | Exploring the Potential of Large Language Models for Text-Based Personality Prediction |
| Francesca Grasso and Stefano Locci | Assessing Generative Language Models in Classification Tasks: Performance and Self-Evaluation Capabilities in the Environmental and Climate Change Domain |
Industry Track
| Authors | Title |
|---|---|
| Ngoc Phuoc An Vo | CCA – A Hybrid Cognitive Contract Application for Identifying Accounting Risks in Contractual Language |
| Emilien Caudron, Nathan Ghesquière, Wouter Travers and Alexandra Balahur | Adaptation of Large Language Models for the public sector: A clustering use case |
| Alexandra Zeltsi, Maria Tsourma, Anastasios Alexiadis, Athanasios Mavropoulos, Alexandros Zamichos, Valadis Mastoras, Chrysovalantis-Giorgos Kontoulis, Stelios Andreadis, Annamaria Crisan, Ron Segal, Thanos G. Stavropoulos and Anastasia Matonaki | Intelligent Conversational Agent for Medical Information |
| Maziar Moradi Fard, Camilo Thorne, Paula Sorolla Bayod, Saber Akhondi and Wytze Vlietstra | Automated Synonym Discovery for Taxonomy Maintenance using Semantic Search Techniques |
| Maziar Moradi Fard, Paula Sorolla Bayod, Kiomars Motarjem, Mohammad Alian Nejadi, Camilo Thorne and Saber Akhondi | Learning Section Weights for Multi-Label Document Classification |
| Jennifer Sampson and Peter Koczka | A Multilingual NLP Framework for Offshore Installations |
| Jennifer Healey, Laurie Byrum, Md. Nadeem Akhtar and Moumita Sinha | Evaluating Nuanced Bias in Large Language Model Free Response Answers |
| Divyanshi Galla, Shaz Hoda, Meiwei Zhang, Wenzhe Quan, Tommy Dong Yang and Joseph Voyles | CoURAGE : A framework to evaluate RAG systems |