sentence-transformers How to use MaxNoichl/discipline-bert-modern-large_01 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("MaxNoichl/discipline-bert-modern-large_01")
sentences = [
"Hypersensitivity to Chironomidae (non-biting midges) has been a problem in Northern Sudan since about and is probably due to the working of dams which have produced lake-like conditions on parts of the Blue and main Niles where breeding has evidently increased. Studies were undertaken to determine whether this hypersensitivity is mediated by IgE. Sixteen Sudanese, with bronchial asthma associated with exposure to the chironomid, Cladotanytarsus lewisi ('green nimitti'), were investigated. All patients gave a positive immediate-type skin reaction to an extract of the midge and the majority had markedly elevated concentrations of circulating IgE. Serum from all patients passively sensitized human lung fragments in vitro for the release of histamine and slow-reacting substance of anaphylaxis by the 'nimitti' antigen. This tissue-sensitizing activity could be removed by immunoabsorption with an anti-IgE. These results indicate that this widespread and important hypersensitivity in the Sudan is IgE-mediated and thus may potentially be treated by desensitization.",
"Fifty-eight poultry farmers were questioned for possible respiratory reactions suggesting a hypersensitivity reaction to chicken antigens. In addition, their sera were tested for the presence of antibodies against chicken antigens by several immunologic techniques. Of the poultry farmers examined, % had hemagglutinating antibodies in titers over : against chicken antigens in their sera while none of ten controls had antibodies at a level of : . Furthermore, % of the poultry farmers had precipitins against chicken antigens in their sera, but no precipitating antibodies could be demonstrated in the sera from ten controls. No poultry farmer, however, had symptoms characteristic of a hypersensitivity pneumonitis following contact with chickens.",
"Variations in the time course of flowering and in its intensity were recorded for regions in Israel along with variable climatic conditions. Such variations had an effect on pollen release into the air and on pollen counts. Two approaches for forecasting allergenic pollen dispersion were compared: ( ) a survey of floral development and flowering intensity and ( ) a survey of airborne pollen. There was a positive correlation between the survey of flowering and airborne pollen counts, although pollen was occasionally found after the flowering season. Further, it predicted fairly accurately the beginning of the flowering time of each species in each regio, the expected flowering duration, and intensity. Conducting a survey of flowering is a simple, easy and inexpensive operation. It is highly recommended for regions with variable climates.",
"Deficiency of surfactant in alveoli leads to increased resistance to breathing. Histamine is a mediator in allergic respiratory diseases. Though the bronchoconstrictor effect of histamine is well recognised, histamine may have additional actions that contribute to pathogenesis in these diseases. The present study aimed to observe the effect of histamine on lecithin, a major component of alveolar surfactant. Lecithin content in broncho-alveolar lavage (BAL) fluid of healthy adult male rats was estimated by enzymatic method using Boehringer-Mannheim kits. Lecithin content in these control animals was compared with that in three groups of healthy adult male rats following subcutaneous administration of mg of histamine diphosphate at minutes, minutes and minutes intervals, respectively. A significant reduction in lecithin levels in BAL fluid was observed up to one hour after administration of histamine. The results indicate a possible additional action of histamine in the pathogenesis of allergic respiratory diseases."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
