This paper provides a comprehensive survey of Contextual AI applications for analyzing political discourse on Twitter, focusing on the latest advancements in naturallanguageprocessing (NLP) and machine learning mode...
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With the increasing population in India and the limited availability of medical professionals, time efficiency in diagnosis and prescription generation has become crucial. This paper proposes an automated system lever...
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Converting textual data into knowledge Graphs (KGs) poses a significant challenge, particularly when dealing with multilingual and historical documents. In this paper, we describe the application of Text2AMR2FRED to M...
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ISBN:
(纸本)9783031789519;9783031789526
Converting textual data into knowledge Graphs (KGs) poses a significant challenge, particularly when dealing with multilingual and historical documents. In this paper, we describe the application of Text2AMR2FRED to MusicBO corpus, the former being a tool for transforming text into RDF/OWL KGs via Abstract Meaning Representation (AMR), the latter being a diachronic collection of Musical Heritage (MH) texts.
This paper examines the ability to use herbal languageprocessing (NLP) and Sentiment evaluation strategies to detect cybersecurity threats. We describe the traditional tactics and present-day tendencies in cybersecur...
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This paper presents an integrated AI-based pipeline for law enforcement applications, specifically targeting the creation of first information report (FIR) in the Kannada language. The pipeline comprises a speech proc...
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language-queried target sound extraction (TSE) aims to extract specific sounds from mixtures based on language queries. Traditional fully-supervised training schemes require extensively annotated parallel audio-text d...
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Backdoor attacks represent a significant threat to the security of deep learning models. Due to the stealthiness of backdoor attacks, effectively detecting whether a model has been compromised by such attacks remains ...
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Reward acts as a signal to guide the agent's learning process in Reinforcement Learning (RL), evaluating and assigning rewards to the agent's actions based on their alignment with goals. Designing reward is ch...
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The proceedings contain 23 papers. The special focus in this conference is on knowledge Graphs and Semantic Web. The topics include: Towards Complex Ontology Alignment Using Large language Models;enhancing knowledge G...
ISBN:
(纸本)9783031812200
The proceedings contain 23 papers. The special focus in this conference is on knowledge Graphs and Semantic Web. The topics include: Towards Complex Ontology Alignment Using Large language Models;enhancing knowledge Graph Construction: Evaluating with Emphasis on Hallucination, Omission, and Graph Similarity Metrics;views, Semantic Data Catalog and Role-Based Access Control for Ontologies and knowledge Graphs;accelerating Medical knowledge Discovery Through Automated knowledge Graph Generation and Enrichment;ontoSeer - A Recommendation System to Improve the Quality of Ontologies;Adaptive Planning on the Web: Using LLMs and Affordances for Web Agents;Enriching RDF Data with LLM Based Named Entity Recognition and Linking on Embedded naturallanguage Annotations;TEDME-KG Metrics Framework: A Metrics Framework for TEmporal Data Modelling Evaluation in knowledge Graphs;SFARDE: A knowledge-Centric Semantic Strategic Framework for Heritage Artifact Recommendation Integrating Generative AI and Differential Enrichment of Ontologies;leveraging Graph Models for Comprehensive Visual Analytics of Equine Heritage;OWL2Vec4OA: Tailoring knowledge Graph Embeddings for Ontology Alignment;Design of an Ontology-Driven Constraint Tester (ODCT) and Application to SAREF and Smart Energy Appliances;YOKO ONtO: You only KNIT One Ontology;CoKGLM: Detecting Hallucinations Generated by Large language Models via knowledge Graph Verification;autOnto: Towards A Semi-Automated Ontology engineering Methodology;Enhancing Question Answering Systems with Generative AI: A Study of LLM Performance and Error Analysis;disjointness Violations in Wikidata;enhancing WebProtégé with Version Control Systems;visual Presentation and Summarization of Linked Data Schemas;a Proposed Ontology Evaluation Tool to Assist Ontology Engineers in Selecting Ontologies During the Reuse Phase;manufacturing Commonsense knowledge.
In recent years, large language models (LLMs) have shown exceptional capabilities across various naturallanguageprocessing (NLP) tasks. However, such impressive performance often comes at the cost of an increased pa...
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