Entity Tracking in Language Models Early Discovery of Disappearing Entities in Microblogs Can LMs Learn New Entities from Descriptions? Challenges in Propagating Injected Knowledge Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER Rethinking Multimodal En...
SentimentSkillLanguage ShaperSkill ShingleTokenFilter SimilarityAlgorithm SnowballTokenFilter SnowballTokenFilterLanguage SoftDeleteColumnDeletionDetectionPolicy SplitSkill SplitSkillLanguage SqlIntegratedChangeTrackingPolicy StemmerOverrideTokenFilter StemmerTokenFilter StemmerTokenFilterLanguage StopAnalyzer StopwordsList...
The Chinese entity detection and tracking task is of particular interest to us. A novel solution is proposed to alleviate the language-independent and language-dependent problems special in this task. Mention detection takes advantages of machine learning approaches and character-based models. It ...
Leaving the ObjectContext behind means that it can't be used to retrieve or modify entities in the UI layer directly, and it can't be used to manage change tracking in the UI layer. These roles are ideally left to the lower layers anyway. But when the entities are pass...
If you’ve overwritten Equals (and the GetHashCode method that Equals is dependent upon), you can trip up the change-tracking behavior of Entity Framework. Petar Paar demonstrates this problem very clearly in his blog post at bit.ly/GJcohQ. To correct this problem, EF6 now uses its own ...
The process of tracking changes as they are made to the objects in memory and the process of saving those changes back to the database is simplified for the developer through the use of Object Services. Object Services makes use of the ObjectStateManager to track not only the current state ...
SentimentSkillLanguage ShaperSkill ShingleTokenFilter SimilarityAlgorithm SnowballTokenFilter SnowballTokenFilterLanguage SoftDeleteColumnDeletionDetectionPolicy SplitSkill SplitSkillLanguage SqlIntegratedChangeTrackingPolicy StemmerOverrideTokenFilter StemmerTokenFilter StemmerTokenFilterLanguage StopAnalyzer StopwordsList Stop...
As illustrated in Figure 1, Object Services uses EntityClient to get at the data. Object Services adds identity resolution, which is a manual process when using a DataSet. It also provides object persistence and change tracking through events to allow an explicit load and save. This r...
Change tracking proxiesare not supported. CustomIModelCacheKeyFactoryimplementations are not supported. The model must be manually synchronized by regenerating it any time the model definition or configuration change. Tip:if supporting any of these features is critical to your success, pleasefind the i...
In this column, I review the purpose of each of these layers. I also introduce EntityClient and a new language, Entity SQL, that can interact with the conceptual layer’s Entity Data Model (EDM). An alternative to EntityClient is Object Services. Specifically, Object Services in the ...