Model: Bea-Taylor/objection_fine_tuned_4
Author: Bea-Taylor
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:180000, loss:CosineSimilarityLoss, arxiv:1908.10084, base_model:sentence-transformers/all-MiniLM-L6-v2, base_model:finetune:sentence-transformers/all-MiniLM-L6-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/all-MiniLM-L6-v2
Card metadata: tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:180000, loss:CosineSimilarityLoss
base_model: sentence-transformers/all-MiniLM-L6-v2
widget: source_sentence: The alternative scheme by SNB addresses the noise and overheating issues by using passive design strategies, including Passivhaus principles for orientation and proposing alternative building typologies in its design; the inclusion of maisonettes along the railway as suggested in the SNB proposal means that there would be no habitable rooms facing the tracks.
sentences: This would constitute over development of the residential site with loss of privacy for neighbours, a strain on Victorian infrastructure, local facilities and more congestion for Gordon Road., The local traffic is appalling as it is and this is just going to add to the ongoing misery of the local area with the crumbling roads., In the consultation in June, shown here, they said the play area was going to be communal, but that is not mentioned in the planning application at all., source_sentence: more traffic congestion at the junction of Blackfriars Rd and Stamford street. This is already causing backups along Stamford Street because of the complex arrangement at the junction
sentences: The dwellings proposed a large 3-bedroom units aiming for the upper end of the residential market suggesting at least a fair proportion of 2-car families. The resultant overflow parking from the development and visitors to the proposed dwellings is therefore likely to exacerbate the shortage of on-street parking on Longstone Avenue., Huge development which effects the loss of light and greenery for the residents of hanger hill area., object because 6 units would attract multiple more vehicles, putting undue pressure on the parking spaces available, and because 6 units would create greater noise and traffic., source_sentence: No affordable housing
sentences: - Increased traffic:, Insufficient outdoor amenity space., Local amenities are already under strain where public transport can be crowded, particularly at peak times and it can be difficult to find a dentist, doctor etc., source_sentence: The transport impact of the development is a matter for prior approval.
sentences: This is an objection to mass over development of our local area., is long and narrow - less than 2 metres wide. The entire back of the room has no daylight and access to the room is via a narrow dark corridor. The space for a shower seems inadequate. Room 3 is adjacent to a Communal kitchen/dining area. This seems unacceptable in terms of noise, odours and foot traffic., It's bad enough the traffic on station road, and will get worse when you adding more vehicles., source_sentence: It will also reduce/limit/block east facing views of Canary Wharf for Swedish Quays residents next door. In turn, this will have a knock on effect on the value of our property because views of Canary Wharf are sought after by potential buyers.
sentences: A 4th floor is out of character, Victoria Coutt is already the tallest building in the neighbourhood., My health has really suffered over the last two years during which, I have had 3 heart attacks and have recently been diagnosed with anaemia and emphysema as well as having stents surgically placed in my arteries. I am on twelve tablets a day for my health and this whole subject is creating all my health conditions to worsen. All I can do is emphasise my objections and hope that Barnet Council decline building permission., I support the planning application for the proposed development of the roof space. This project is a vital step toward easing the financial burden on residents and addressing ongoing concerns effectively. Additionally, it brings the added benefit of a positive environmental impact, contributing to a more sustainable and responsible community.
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: pearson_cosine, spearman_cosine
model-index: name: SentenceTransformer based on sentence-transformers/all-MiniLM-L6-v2
results: task: type: semantic-similarity
name: Semantic Similarity
dataset: name: sts dev
type: sts-dev
metrics: type: pearson_cosine
value: 0.9829396265423462
name: Pearson Cosine
verified: no, type: spearman_cosine
value: 0.9159088700437812
name: Spearman Cosine
verified: no
Likes: 0 | All-time downloads: 319
Created: 2025-06-04 14:54:05