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The Extended Digital Scholarly Edition of “The Name of the Rose”: modelling, workflow and the IDEA paradigm
Published 2023-01-01Subjects: “…euporia and domain specific language annotation…”
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Cross-Lingual Named Entity Recognition Based on Attention and Adversarial Training
Published 2023-02-01“…To address this problem, this paper proposes a method for cross-lingual entity recognition based on an attention mechanism and adversarial training, using resource-rich language annotation data to migrate to low-resource languages for named entity recognition tasks and outputting changing semantic vectors through the attention mechanism to effectively solve the long-sequence semantic dilution problem. …”
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A Blackboard Model for Flexible and Parallel Text Annotation
Published 2024-01-01“…Creating rich semantic text annotations is a complex process that involves combining multiple natural-language annotation approaches. This annotation process is often approached sequentially and includes pre-processing steps and techniques that build on the outputs of others. …”
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EXSCLAIM!: Harnessing materials science literature for self-labeled microscopy datasets
Published 2023-11-01“…toolkit for the automatic extraction, separation, and caption-based natural language annotation of images from scientific literature. …”
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Annotation Scheme and Evaluation: The Case of Offensive Language
Published 2023-01-01“…The present paper focuses on the presentation and discussion of aspects of OFFENSIVE LANGUAGE linguistic annotation, including the creation, annotation practice, curation, and evaluation of an OFFENSIVE LANGUAGE annotation taxonomy scheme, that was first proposed in Lewandowska-Tomaszczyk et al. (2021). …”
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Technical Language Supervision for Intelligent Fault Diagnosis in Process Industry
Published 2022-07-01“…Thus, domain-specific knowledge about fault characteristics and severities exists as technical language annotations in industrial datasets. Furthermore, recent advances in natural language processing enable weakly supervised model optimisation using natural language annotations, most notably in the form of natural language supervision (NLS). …”
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Corpus Notarial y Sintáctico del Asturiano Medieval (CoNSAM-XIII)
Published 2018-05-01“…This annotation system allows for queries and comparative studies among languages annotated according to the same standard by using the searcher CorpusSearch (Randall, 2005).…”
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Joint visual template and natural language for robust visual tracking
Published 2022-10-01“…Experimental results over tracking benchmarks with language annotations show that the proposed VNTrack is competitive among the state‐of‐the‐art trackers.…”
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Self-Supervised Skill Learning for Semi-Supervised Long-Horizon Instruction Following
Published 2023-03-01“…This paper addresses the challenge of learning such an agent under the scarcity of language annotations. One approach for leveraging unannotated data is to generate pseudo-labels for unannotated trajectories using sparse seed annotations. …”
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