E-grāmata: 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

Fine-Tuning BERT On Coarse-Grained Labels: Exploring Hidden States For
Fine-Grained Classification.- Studies on the Use of Large Language Models for
the Automation of Business Processes in Enterprise Resource Planning
Systems.- Efficient Knowledge Distillation: Empowering Small Language Models
with Teacher Model Insights.- Text Role Classification in Scientific Charts
Using Multimodal Transformers.- LaFiCMIL: Rethinking Large File
Classification from the Perspective of Correlated Multiple Instance
Learning.- Unveiling Depression on Social Media: Active Learning with
Human-in-the-Loop Labeling for Mental Health Data Annotation and
Analysis.- All-words Pronunciation Estimation of Japanese Homographs Using
Automatically Tagged Data.- Ive got the Answer! Interpretation of LLMs
Hidden States in Question Answering.- Improving DRS-to-Text Generation
through Delexicalization and Data Augmentation.- Large Language Models for
Few-Shot Automatic Term Extraction.- Data Augmentation Method Utilizing
Template Sentences for Variable Definition Extraction.- Semi-supervised Named
Entity Recognition for Low-Resource Languages using Dual PLMs.- Improved
Models for Media Bias Detection and Subcategorization.- Grounding Toxicity in
Real-World Events across Languages.-Unveiling the Hate: Generating Faithful
and Plausible Explanations for Implicit and Subtle Hate Speech
Detection.- The Influence of Iconicity in Transfer Learning for Sign Language
Recognition.- S3: A Simple Strong Sample-Effective Multimodal Dialog
System.- Body-Shaming Detection and Classification in Italian Social
Media.-Adaptive Greedy Layer Pruning: Iterative Layer Pruning With Subsequent
Model Repurposing.- Toward Automatic Group Membership Annotation for Group
Fairness Evaluation.- REA: Refine-Estimate-Answer Prompting for Zero-Shot
Relation Extraction.- Enhancing Romanian Offensive Language Detection through
Knowledge Distillation, Multi-Task Learning and Data
Augmentation.- Automating Gender-Inclusive Language Modification in Italian
University Administrative Documents.- An SoK of Relation Extraction
Techniques in Cyber Threat Intelligence.- Shact: Disentangling and Clustering
Latent Syntactic Structures from Transformer Encoders.- MaskPure: Improving
Defense Against Text Adversaries with Stochastic Purification.- SERIEMA: A
Framework to Enhance Clustering Stability, Compactness, and Separation by
Fusing Multimodal Data.- Exploiting Graph Embeddings from Knowledge Bases for
Neural Biomedical Relation Extraction.- DAHRS: Divergence-Aware
Hallucination-Remediated SRL Projection.- EpidGPT: A Combined Strategy to
Discriminate Between Redundant and New Information for Epidemiological
Surveillance Systems.- Towards Generating High-Quality Knowledge Graphs by
Leveraging Large Language Models.- DeepCodeGraph: A Language Model for
Compile-Time Resource Optimization Using Masked Graph Autoencoders.- Design
and Implementation of a Natural Language Interface for Controlling the Web of
Things Devices.- IndEL: Indonesian Entity Linking Benchmark Dataset for
General and Specific Domains.- Semantic Multi-Concept Annotation for Tabular
Data in Financial Documents.