Document Dating
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Benchmarks
Most implemented
Dating Documents using Graph Convolution Networks
AD3: Attentive Deep Document Dater
Papers
Is text normalization relevant for classifying medieval charters?
This study examines the impact of historical text normalization on the classification of medieval charters, specifically focusing on document dating and locating. Using a data set of Middle High German charters from a di…
Document DatingText NormalizationTowards Effective Time-Aware Language Representation: Exploring Enhanced Temporal Understanding in Language Models
In the evolving field of Natural Language Processing, understanding the temporal context of text is increasingly crucial. This study investigates methods to incorporate temporal information during pre-training, aiming to…
Document DatingLanguage ModelingLanguage ModellingMasked Language ModelingTimestamping Documents and Beliefs
Most of the textual information available to us are temporally variable. In a world where information is dynamic, time-stamping them is a very important task. Documents are a good source of information and are used for m…
Document DatingEvent ExtractionSentiment AnalysisDating Ancient texts: an Approach for Noisy French Documents
Automatic dating of ancient documents is a very important area of research for digital humanities applications. Many documents available via digital libraries do not have any dating or dating that is uncertain. Document …
Document DatingPOSGraph Convolutional Network with Sequential Attention For Goal-Oriented Dialogue Systems
Domain specific goal-oriented dialogue systems typically require modeling three types of inputs, viz., (i) the knowledge-base associated with the domain, (ii) the history of the conversation, which is a sequence of utter…
Document DatingGoal-Oriented Dialogue SystemsMachine TranslationSemantic Role LabelingDating Documents using Graph Convolution Networks
Document date is essential for many important tasks, such as document retrieval, summarization, event detection, etc. While existing approaches for these tasks assume accurate knowledge of the document date, this is not …
Document DatingEvent DetectionRetrieval