Natural Language Processing and Information Systems (eBook, PDF)

29th International Conference on Applications of Natural Language to Information Systems, NLDB 2024, Turin, Italy, June 25-27, 2024, Proceedings, Part II
Redaktion: Rapp, Amon; Sugumaran, Vijayan; Meziane, Farid; Di Caro, Luigi

• Format: PDF

Produktbeschreibung

Chapter "Meet XLM-RLnews-8: Not Just Another Sentiment Analysis Model" is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

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Produktdetails

• Verlag: Springer Nature Switzerland
• Seitenzahl: 412
• Erscheinungstermin: 19. September 2024
• Englisch
• ISBN-13: 9783031702426
• Artikelnr.: 72242582

Inhaltsangabe

Large-scale Language Models for Sarcasm Detection with Data Augmentation.- Generating Entity Embeddings for Populating Wikipedia Knowledge Graph by Notability Detection.- Meet XLM-RLnews-8: Not Just Another Sentiment Analysis Model.- CWordTM: Towards a Topic Modeling Toolkit from Low-Code to Pro-Code.- Think from Words(TFW): Initiating Human-Like Cognition in Large Language Models Through Think from Words for Japanese Text-level Classification.- Token Trails: Navigating Contextual Depths in Conversational AI with ChatLLM.-Enhancing Relation Extraction Through Augmented Data: Large Language Models Unleashed.- PET Annotation Visualizer: A Tool to Visualize the Process Models Extraction from Text (PET) Dataset.- E-ReaRev: Adaptive Reasoning for Question Answering over Incomplete Knowledge Graphs by Edge and Meaning Extensions.- ECR: An Expertise-Enriched Conclude-then-Refine Summarization Framework for Professional Articles.- Konstruktor: A Strong Baseline for Simple Knowledge Graph Question Answering.- Bridging the Gap: Developing an Automatic Speech Recognition System for Egyptian Dialect Integration into Chatbots.- Issue Links Retrieval for New Issues in Issue Tracking Systems.- Coherence Graphs: Bridging the Gap in Text Segmentation with Unsupervised Learning.- Effective Context Selection in LLM-based Leaderboard Generation: An Empirical Study.- Automatic Question Answering for the Linguistic Domain - An Evaluation of LLM Knowledge Base Extension with RAG.- Evaluation of Gender Bias in Amharic Word Embedding Model.- Question Generation Capabilities of "Small" Large Language Models.- Detecting Attribute Information in Notice to Airman.- Enhancing Natural Language Processing Capabilities in Geriatric Patient Care: An Annotation Scheme and Guidelines.- A FAIR and Free Prompt-based Research Assistant.- PashtoEmo: Enhancing Text-Based Emotion Analysis in the Pashto Language through Dataset Creation.- BEQuizzer: AI-based Quiz Automatic Generation in Portuguese Language.- LISAScore: Exploring Linear Sum Assignment on BERTScore.- Legal Text Analysis Using Large Language Models in NLP.- Enhancing Small Language Models via ChatGPT and Dataset Augmentation.- Large Language Models and Recommendation Systems: A Proof-of-Concept Study on Public Procurements.- Exploring the Potential of Large Language Models for Text-Based Personality Prediction.- Assessing Generative Language Models in Classification Tasks: Performance and Self-Evaluation Capabilities in the Environmental and Climate Change Domain.- CCA - A Hybrid Cognitive Contract Application for Identifying Accounting Risks in Contractual Language.- Adaptation of Large Language Models for the Public Sector: A Clustering Use Case.- Intelligent Conversational Agent for Medical Information.- Automated Synonym Discovery for Taxonomy Maintenance using Semantic Search Techniques.- Learning Section Weights for Multi-Label Document Classification.- A Multilingual NLP Framework for Offshore Installations.- Evaluating Nuanced Bias in Large Language Model Free Response Answers.- CoURAGE : A framework to evaluate RAG systems.