東華大學圖書館 |

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 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Natural language processing and information systems/ edited by Amon Rapp ... [et al.].
其他題名:	29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, Turin, Italy, June 25-27, 2024 : proceedings.
其他題名:	NLDB 2024
其他作者:	Rapp, Amon.
團體作者:	NLDB (Conference)
出版者:	Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:	xviii, 534 p. :ill. (some col.), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Natural language processing (Computer science) - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-70239-6
ISBN:	9783031702396

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 /
Natural language processing and information systems29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, Turin, Italy, June 25-27, 2024 : proceedings.Part I /[electronic resource] :NLDB 2024edited by Amon Rapp ... [et al.]. - Cham :Springer Nature Switzerland :2024. - xviii, 534 p. :ill. (some col.), digital ;24 cm. - Lecture notes in computer science,147620302-9743 ;. - Lecture notes in computer science,14762..

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.

The 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.

ISBN: 9783031702396

Standard No.: 10.1007/978-3-031-70239-6doiSubjects--Topical Terms:

752585
Natural language processing (Computer science)
--Congresses.

LC Class. No.: QA76.9.N38

Dewey Class. No.: 006.35

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 /
LDR:04996nmm a2200349 a 4500 001 2374921
003 DE-He213
005 20240919125437.0
006 m d
007 cr nn 008maaau
008 241231s2024 sz s 0 eng d
020 $a 9783031702396 $q (electronic bk.)
020 $a 9783031702389 $q (paper)
024 7 $a 10.1007/978-3-031-70239-6 $2 doi
035 $a 978-3-031-70239-6
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.N38
072 7 $a UK $2 bicssc
072 7 $a COM067000 $2 bisacsh
072 7 $a UK $2 thema
082 0 4 $a 006.35 $2 23
090 $a QA76.9.N38 $b N738 2024
111 2 $a NLDB (Conference) $n (29th : $d 2024 : $c Turin, Italy) $3 3724048
245 1 0 $a Natural language processing and information systems $h [electronic resource] : $b 29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, Turin, Italy, June 25-27, 2024 : proceedings. $n Part I / $c edited by Amon Rapp ... [et al.].
246 3 $a NLDB 2024
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2024.
300 $a xviii, 534 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 14762
505 0 $a 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.
520 $a The 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.
650 0 $a Natural language processing (Computer science) $v Congresses. $3 752585
650 0 $a Artificial intelligence. $3 516317
650 0 $a Image processing $x Digital techniques. $3 532550
650 1 4 $a Computer Engineering and Networks. $3 3538504
650 2 4 $a Artificial Intelligence. $3 769149
650 2 4 $a Computer Imaging, Vision, Pattern Recognition and Graphics. $3 890871
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 3538516
700 1 $a Rapp, Amon. $3 3724049
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in computer science, $x 0302-9743 ; $v 14762. $3 3724050
856 4 0 $u https://doi.org/10.1007/978-3-031-70239-6
950 $a Computer Science (SpringerNature-11645)