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245 1 0 _aNatural Language Processing and Information Systems
_h[electronic resource] :
_b29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, Turin, Italy, June 25-27, 2024, Proceedings, Part I /
_cedited by Amon Rapp, Luigi Di Caro, Farid Meziane, Vijayan Sugumaran.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXVIII, 534 p. 140 illus., 127 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
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338 _aonline resource
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347 _atext file
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490 1 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14762
505 0 _aFine-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.
520 _aThe two-volume proceedings set LNCS 14762 and 14763 constitutes the refereed proceedings of the 29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, held in Turin, Italy, in June 25-27, 2024. The 35 full papers, 26 short papers, 3 demo papers and 8 industry track papers included in these books were carefully reviewed and selected from 141 submissions. They focus on advancements and support studies related to languages previously underrepresented, such as Arabic, Romanian, Italian and Japanese languages.
541 _fUABC ;
_cPerpetuidad
650 0 _aComputer engineering.
650 0 _aComputer networks .
650 0 _aArtificial intelligence.
650 0 _aImage processing
_xDigital techniques.
650 0 _aComputer vision.
650 0 _aSocial sciences
_xData processing.
650 1 4 _aComputer Engineering and Networks.
650 2 4 _aArtificial Intelligence.
650 2 4 _aComputer Imaging, Vision, Pattern Recognition and Graphics.
650 2 4 _aComputer Application in Social and Behavioral Sciences.
700 1 _aRapp, Amon.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aDi Caro, Luigi.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMeziane, Farid.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aSugumaran, Vijayan.
_eeditor.
_4edt
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710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783031702389
776 0 8 _iPrinted edition:
_z9783031702402
830 0 _aLecture Notes in Computer Science,
_x1611-3349 ;
_v14762
856 4 0 _zLibro electrónico
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