Semantic textual similarityPortuguese languageDeep neural language models which achieved state-of-the-art results on downstream natural language processing tasks have recently been trained for the Portuguese language. However, studies that systematically evaluate such models are still necessary for several ...
It includes 17 downstream tasks, including common semantic textual similarity tasks. The semantic textual similarity (STS) benchmark tasks from 2012-2016 (STS12, STS13, STS14, STS15, STS16, STS-B) measure the relatedness of two sentences based on the cosine similarity of the two ...
语义文本相似度(STS):测量一对句子之间的相似程度。在本质上是一个模棱两可的任务,因为句子相似度取决于某一特定方面。 条件语义文本相似度(C-STS):测量在自然语言中阐明的一个方面(这里称为条件)的相似性。比STS的优点在于:1)减少了STS的主观性和模糊性;2)可以使用不同条件进行细粒度的相似性评估。 以上为ST...
Sentence similarity Text similarityService oriented designEnsembling well performing models has been proved to outperform individual models in semantic textual similarity task; however, employing existing models still remains a challenge. In this paper, we tackle this issue by providing a service oriented ...
CSTS: Conditional Semantic Textual Similarityarxiv.org/abs/2305.15093 代码地址: princeton-nlp/c-sts (github.com)github.com/princeton-nlp/c-sts AB&Intro 语义文本相似度(STS):测量一对句子之间的相似程度。在本质上是一个模棱两可的任务,因为句子相似度取决于某一特定方面。 条件语义文本相似度(C...
https://paperswithcode.com/sota/semantic-textual-similarity-on-sts-benchmark https://paperswithcode.com/sota/semantic-textual-similarity-on-senteval paperwithcode是一个很好的网站 然后github上关于Semantic Textual Similarity的信息综合帖, https:///GhibliField/c3c97b742d346baa5f14b3a796c12a4a ...
2015 and P4PIN, and obtained state-of-the-art results on all three without using prior knowledge of natural language, e.g., part-of-speech tags or parse tree, which indicates the interdependent representations of short text pairs are effective and efficient for semantic textual similarity tasks...
文章标题:Neural Network Models for Paraphrase Identification, Semantic Textual Similarity, Natural Language Inference, and Question Answering(用于意译识别、语义文本相似性、自然语言推理和问题回答的神经网络模型)CLOLING2018 源码地址:https://github.com/lanwuwei/SPM_toolkit ...
Measuring the semantic similarity of text pairs enables the evaluation of the output quality of machine translation systems [1] or the recognition of paraphrases [2], while laying the foundations for other fields, such as textual entailment [3], [4], information retrieval [5], [6], question...
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