One or more non-transitory computer readable media contain program instructions that, when executed by one or more processors, cause the one or more processors to perform operations including generating a database of interconnected smart entities. The smart entities include sensor object entities represe...
a public forum), an indicator of the popularity of a geospatial entity (such as the number of views, downloads, or clicks on the entity or a placemark associated with the entity or an attribute based on a ranking or score assigned to an entity), or the relationship of an entity to ...
“患者今日注射葡萄糖(The patient received a glucose injection today)” and transform it into “病人今日注射葡萄糖(The person received a glucose injection today)” through synonym replacement, the resulting augmented corpus can be considered as ideal because it does not alter the relationship between...
Further, Sue et al proposed the RoFormer21 model, which uses rotary relative position embedding (ROPE) to achieve relative position embedding using absolute position embedding to better represent the position relationship between token in a sequence. Existing entity recognition methods and models ...
[2] presents a survey on NER and Relationship Extraction, concluding that linguistic model-based approaches are likely to continue to increase in the coming years. In addition, the authors of [3] compared domain-specific models and generalist models for NER in clinical trials in English, and ...
The rationale is to explore and understand the underlying relationship between auxiliary tasks and main tasks. This can also help to remove those auxiliary tasks that compromise the performance of the MTM. In this case, the auxiliary task may distort the main task during MTM training. We also ...