Model: justArmenian/legal_paraphrase
Author: justArmenian
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, bert, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2000, loss:MultipleNegativesRankingLoss, arxiv:1908.10084, arxiv:1705.00652, base_model:sentence-transformers/paraphrase-MiniLM-L3-v2, base_model:finetune:sentence-transformers/paraphrase-MiniLM-L3-v2, model-index, text-embeddings-inference, endpoints_compatible, region:us
Base models (finetune): id: sentence-transformers/paraphrase-MiniLM-L3-v2
Card metadata: base_model: sentence-transformers/paraphrase-MiniLM-L3-v2
library_name: sentence-transformers
metrics: cosine_accuracy, dot_accuracy, manhattan_accuracy, euclidean_accuracy, max_accuracy
pipeline_tag: sentence-similarity
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:2000, loss:MultipleNegativesRankingLoss
widget: source_sentence: However, this Court will determine that there was sufficient evidence to sustain the jury's verdict if the evidence was "of such quality and weight that, having in mind the beyond a reasonable doubt burden of proof standard, reasonable fair-minded men in the exercise of impartial judgment might reach different conclusions on every element of the offense."
sentences: This Court will determine if there was enough evidence to support the jury's verdict by considering whether reasonable people could have reached different conclusions based on the evidence presented., The VA psychiatrist believed that the Veteran was likely to have PTSD as a direct result of the attack on him during his military service in Korea., The Veteran started seeing a mental health specialist at the VA on a regular basis., source_sentence: Under such circumstances, VA is required to prove by clear and unmistakable evidence that a disease or injury manifesting in service both preexisted service and was not aggravated by service.
sentences: The independent mental health expert offered a comprehensive account of the Veteran's mental health issues, service-related impairments, and previous psychiatric and medical treatment experiences., At the trial, the prosecution failed to provide a search warrant, which was not explained or justified., In order to establish that a disease or injury did not arise from service, VA must provide clear and convincing evidence that the condition existed prior to military service and was not exacerbated by service., source_sentence: Evidence of behavior changes following the claimed assault is one type of relevant evidence that may be found in these sources.
sentences: The independent medical clinician comprehensively documented the impact of the Veteran's alleged condition on their functional abilities., A range of behavioral indicators, including alterations in demeanor, speech patterns, and physical reactions, can serve as valuable evidence in support of allegations of assault., He claims that his mental health issues, which have been diagnosed as various psychiatric disorders, are a result of the trauma he experienced during his deployment to a combat zone in Vietnam while stationed in Japan in 1974., source_sentence: The court held Apple had not made the requisite showing of likelihood of success on the merits because it “concluded that there is some doubt as to the copyrightability of the programs described in this litigation.”
sentences: The trial court committed a series of errors in this case, including failing to instruct the jury on an essential element of felonious damage to computers, denying the defendant's motion to dismiss, and entering judgment on a fatally flawed indictment., The court determined that Apple had not provided sufficient evidence to demonstrate a likelihood of success on the merits, as it had "raised some doubts about the copyrightability of the programs in question.", The Veteran believes that she should be granted service connection for chronic PTSD or other psychiatric disorder because she has been diagnosed with chronic PTSD as a result of several stressful events that occurred during her periods of active duty and active duty for training with the Army National Guard., source_sentence: In contrast, the scope of punishable conduct under the instant statute is limited by the individual's specified intent to "haras[s]" by communicating a "threat" so as to "engage in a knowing and willful course of conduct" directed at the victim that "alarms, torments, or terrorizes" the victim.
sentences: The scope of punishable conduct under the statute is limited to the individual's intent to harass by communicating a threat so as to engage in a knowing and willful course of conduct directed at the victim that alarms, torments, or terrorizes the victim., The Veteran has been diagnosed with both major depressive disorder and PTSD., The trial court's decision on an anti-SLAPP motion is subject to de novo review.
model-index: name: SentenceTransformer based on sentence-transformers/paraphrase-MiniLM-L3-v2
results: task: type: triplet
name: Triplet
dataset: name: all nli dev
type: all-nli-dev
metrics: type: cosine_accuracy
value: 1
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 1
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 1
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 1
name: Max Accuracy
verified: no, task: type: triplet
name: Triplet
dataset: name: all nli test
type: all-nli-test
metrics: type: cosine_accuracy
value: 1
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 1
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 1
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 1
name: Max Accuracy
verified: no, type: cosine_accuracy
value: 1
name: Cosine Accuracy
verified: no, type: dot_accuracy
value: 0
name: Dot Accuracy
verified: no, type: manhattan_accuracy
value: 1
name: Manhattan Accuracy
verified: no, type: euclidean_accuracy
value: 1
name: Euclidean Accuracy
verified: no, type: max_accuracy
value: 1
name: Max Accuracy
verified: no
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Created: 2024-07-22 01:53:50