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29th NLDB 2024: Turin, Italy - Part I
- Amon Rapp, Luigi Di Caro, Farid Meziane, Vijayan Sugumaran:
Natural Language Processing and Information Systems - 29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, Turin, Italy, June 25-27, 2024, Proceedings, Part I. Lecture Notes in Computer Science 14762, Springer 2024, ISBN 978-3-031-70238-9 - Aftab Anjum
, Ralf Krestel
Fine-Tuning BERT on Coarse-Grained Labels: Exploring Hidden States for Fine-Grained Classification. 1-15 - Jonas Schnepf, Tugranur Engin, Simon Anderer, Bernd Scheuermann:
Studies on the Use of Large Language Models for the Automation of Business Processes in Enterprise Resource Planning Systems. 16-31 - Mohamad Ballout, Ulf Krumnack, Gunther Heidemann, Kai-Uwe Kühnberger:
Efficient Knowledge Distillation: Empowering Small Language Models with Teacher Model Insights. 32-46 - Hye Jin Kim
Text Role Classification in Scientific Charts Using Multimodal Transformers. 47-61 - Tiezhu Sun, Weiguo Pian, Nadia Daoudi, Kevin Allix, Tegawendé F. Bissyandé, Jacques Klein:
LaFiCMIL: Rethinking Large File Classification from the Perspective of Correlated Multiple Instance Learning. 62-77 - Mohsinul Kabir
Unveiling Depression on Social Media: Active Learning with Human-in-the-Loop Labeling for Mental Health Data Annotation and Analysis. 78-92 - Taichiro Kobayashi, Kanako Komiya
All-Words Pronunciation Estimation of Japanese Homographs Using Automatically Tagged Data. 93-105 - Valeriya Goloviznina
I've Got the "answer"! - Interpretation of LLMs Hidden States in Question Answering. 106-120 - Muhammad Saad Amin
Improving DRS-to-Text Generation Through Delexicalization and Data Augmentation. 121-136 - Shubhanker Banerjee
Large Language Models for Few-Shot Automatic Term Extraction. 137-150 - Kotaro Nagayama, Shota Kato
Data Augmentation Method Utilizing Template Sentences for Variable Definition Extraction. 151-165 - Hailemariam Mehari Yohannes
Semi-supervised Named Entity Recognition for Low-Resource Languages Using Dual PLMs. 166-180 - Tim Menzner, Jochen L. Leidner
Improved Models for Media Bias Detection and Subcategorization. 181-196 - Wondimagegnhue Tsegaye Tufa, Ilia Markov, Piek Vossen:
Grounding Toxicity in Real-World Events Across Languages. 197-210 - Greta Damo, Nicolás Benjamín Ocampo, Elena Cabrio, Serena Villata:
Unveiling the Hate: Generating Faithful and Plausible Explanations for Implicit and Subtle Hate Speech Detection. 211-225 - Keren Artiaga
The Influence of Iconicity in Transfer Learning for Sign Language Recognition. 226-240 - Elisei Rykov, Egor Malkershin, Alexander Panchenko:
S3: A Simple Strong Sample-Effective Multimodal Dialog System. 241-255 - Francesca Grasso
Body-Shaming Detection and Classification in Italian Social Media. 256-270 - Tamás Ficsor
Adaptive Greedy Layer Pruning: Iterative Layer Pruning with Subsequent Model Repurposing. 271-284 - Fumian Chen
Toward Automatic Group Membership Annotation for Group Fairness Evaluation. 285-300 - Amirhossein Layegh
REA: Refine-Estimate-Answer Prompting for Zero-Shot Relation Extraction. 301-316 - Vlad-Cristian Matei, Iulian-Marius Taiatu, Razvan-Alexandru Smadu, Dumitru-Clementin Cercel:
Enhancing Romanian Offensive Language Detection Through Knowledge Distillation, Multi-task Learning, and Data Augmentation. 317-332 - Aurora Cerabolini, Gabriella Pasi
Automating Gender-Inclusive Language Modification in Italian University Administrative Documents. 333-347 - Dincy R. Arikkat, P. Vinod, Rafidha Rehiman K. A., Serena Nicolazzo, Antonino Nocera, Mauro Conti:
Relation Extraction Techniques in Cyber Threat Intelligence. 348-363 - Alejandro Sierra Múnera
Shact: Disentangling and Clustering Latent Syntactic Structures from Transformer Encoders. 364-378 - Harrison Gietz, Jugal Kalita
MaskPure: Improving Defense Against Text Adversaries with Stochastic Purification. 379-393 - Fillipe dos Santos Silva, Júlio Cesar dos Reis, Marcelo da Silva Reis:
[inline-graphic not available: see fulltext] SERIEMA: A Framework to Enhance Clustering Stability, Compactness, and Separation by Fusing Multimodal Data. 394-408 - Anfu Tang, Louise Deléger, Robert Bossy, Pierre Zweigenbaum, Claire Nédellec:
Exploiting Graph Embeddings from Knowledge Bases for Neural Biomedical Relation Extraction. 409-422 - Sangpil Youm, Brodie Mather, Chathuri Jayaweera, Juliana Prada, Bonnie J. Dorr:
DAHRS: Divergence-Aware Hallucination-Remediated SRL Projection. 423-438 - Edmond Odhiambo Menya, Mathieu Roche
EpidGPT: A Combined Strategy to Discriminate Between Redundant and New Information for Epidemiological Surveillance Systems. 439-454 - Morteza Kamaladdini Ezzabady, Frédéric Ieng, Hanieh Khorashadizadeh, Farah Benamara, Sven Groppe, Soror Sahri:
Towards Generating High-Quality Knowledge Graphs by Leveraging Large Language Models. 455-469 - Federico Cichetti
DeepCodeGraph: A Language Model for Compile-Time Resource Optimization Using Masked Graph Autoencoders. 470-484 - Zhou Gui
Design and Implementation of a Natural Language Interface for Controlling the Web of Things Devices. 485-499 - Ria Hari Gusmita, Muhammad Faruq Amiral Abshar
IndEL: Indonesian Entity Linking Benchmark Dataset for General and Specific Domains. 500-513 - Rungsiman Nararatwong, Yuting Shi, Natthawut Kertkeidkachorn, Ryutaro Ichise:
Semantic Multi-concept Annotation for Tabular Data in Financial Documents. 514-529
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