To address a looming crisis of unreproducible evaluation for named entity recognition, we propose guidelines and introduce SeqScore, a software package to improve reproducibility. The guidelines we propose are extremely simple and center around trans
parency regarding how chunks are encoded and scored. We demonstrate that despite the apparent simplicity of NER evaluation, unreported differences in the scoring procedure can result in changes to scores that are both of noticeable magnitude and statistically significant. We describe SeqScore, which addresses many of the issues that cause replication failures.
This paper presents a framework of opportunities and barriers/risks between the two research fields Natural Language Processing (NLP) and Human-Computer Interaction (HCI). The framework is constructed by following an interdisciplinary research-model
(IDR), combining field-specific knowledge with existing work in the two fields. The resulting framework is intended as a departure point for discussion and inspiration for research collaborations.
This study aimed at investigation the problems of educational
directive in Al Hassaka City in terms of some variables:( sexacademic
rank – experiences ). The study population consisted of
(65) mentors at educational directorate and they are the sa
mple of
the study . The questionnaire consisted of (41) clauses and (3)
domains: Administrative _education _material.
Widespread use of chemotherapy in the treatment of cancer has lead to higher health
hazards among nurses who handle and administer such drugs, so they should know how to
protect themselves from effects of chemotherapy. Objective of study was to ass
ess
knowledge and practices of nurses for safe handling chemotherapy in latakia City.
the data was collected by using questionnaire including demographic information
and safe handling chemotherapy knowledge and practices and barriers of personal
protective equipment . Results of this study showed there more than two to third of nurses
had no knowledge that chemotherapy enter the body through contaminated foods, about
practices of them more than three quarter didn't change of personnel protective barriers
after contact with chemotherapy. also Results showed there a significant negative
association between knowledge and practices. Moreover, It is showed there a significant
negative association between practices and barriers .Most of the study sample had
moderate level of knowledge and practices of safe handling chemotherapy. So it is
necessary that Chemotherapy Safety health education program should be instituted for all
oncology nurses who are working in oncology unit.
