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| Link zu diesem Datensatz | https://d-nb.info/1342503732 |
| Titel | 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 / edited by Amon Rapp, Luigi Di Caro, Farid Meziane, Vijayan Sugumaran |
| Person(en) |
Rapp, Amon (Herausgeber) Di Caro, Luigi (Herausgeber) Meziane, Farid (Herausgeber) Sugumaran, Vijayan (Herausgeber) |
| Organisation(en) | SpringerLink (Online service) (Sonstige) |
| Ausgabe | 1st ed. 2024 |
| Verlag | Cham : Springer Nature Switzerland, Imprint: Springer |
| Zeitliche Einordnung | Erscheinungsdatum: 2024 |
| Umfang/Format | Online-Ressource, XVIII, 534 p. 140 illus., 127 illus. in color. : online resource. |
| Andere Ausgabe(n) |
Printed edition:: ISBN: 978-3-031-70238-9 Printed edition:: ISBN: 978-3-031-70240-2 |
| Inhalt | 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 -- I’ve 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 |
| Persistent Identifier |
URN: urn:nbn:de:101:1-2409200406031.776937762618 DOI: 10.1007/978-3-031-70239-6 |
| URL | https://doi.org/10.1007/978-3-031-70239-6 |
| ISBN/Einband/Preis | 978-3-031-70239-6 |
| Sprache(n) | Englisch (eng) |
| Beziehungen | Lecture Notes in Computer Science ; 14762 |
| DDC-Notation | 006.35 (maschinell ermittelte DDC-Kurznotation) |
| Sachgruppe(n) | 004 Informatik |
| Online-Zugriff | Archivobjekt öffnen |
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