The goal of text ranking is to generate an ordered list texts retrieved from a corpus in response query. Although the most common formulation search, instances task can also be found many natural language processing applications. This survey provides overview with neural network architectures known as transformers, which BERT best-known example. combination transformers and self-supervised pret...

Recent research on model interpretability in natural language processing extensively uses feature scoring methods for identifying which parts of the input are most important a to make prediction (i.e. explanation or rationale). However, previous has shown that there is no clear best method across various text classification tasks while practitioners typically have several other ad-hoc choices r...

Searching on the Stack Overflow website, a platform for programming community that features questions and answers an extensive range of computer topics, can be arduous, laborious, time-consuming at times. Aimed to address this issue, paper proposes conversational chatbot assist with search. The dialogue will answer related simulate chit-chat all non-programming-related questions, thus helping u...

purpose: to report visual outcomes of pars plana vitrectomy in severely traumatized eyes with no light perception (nlp) and flat electroretinography (erg) methods: we performed a prospective interventional study on 22 severely traumatized eyes with nlp, 4+ relative afferent pupillary defect (rapd) and flat erg. results: one year after pars plana virectomy, 15 patients (68.18%) had nlp, six pati...