WebSupported Tasks: Sequence Classification; Token Classification (NER) Question Answering; Language Model Fine-Tuning; Language Model Training; Language Generation; T5 Model; ... Sentence-pair classification: ClassificationModel: Text Representation Generation: RepresentationModel: Document Retrieval: Web26 Oct 2024 · In Sentence Pair Classification and Single Sentence Classification, the final state corresponding to [CLS] token is used as input for the additional layers that makes …
Jinhua Du - Senior Principal Scientist (Huawei Expert) - LinkedIn
Web1 Nov 2024 · The PI task is viewed as a supervised machine learning task and is modeled as follows: Given a sentence pair (S 1, S 2), the aim is to find the target (1 or 0 which depicts … Web9 Mar 2024 · The paraphrase identification system takes this task as a classification task whereas the paraphrase generation system takes this task as a language generation task. The algorithms of machine learning (ML) and artificial intelligence (AI) bring about the classification of sentences. prince songs for others
Text classification - Hugging Face
WebWe formulate the topic classification task as a sentence pair classification problem where the title is the first sentence and the . abstract is the second sentence. The input is represented C.as “[CLS] title [SEP] abstract [SEP]”. The representation of the [CLS] token in the last layer was used to classify the relations. ... WebEnter the email address you signed up with and we'll email you a reset link. Web15 Jul 2024 · In this paper, we introduce the Chinese Few-shot Learning Evaluation Benchmark (FewCLUE), the first comprehensive few-shot evaluation benchmark in Chinese. It includes nine tasks, ranging from single-sentence and sentence-pair classification tasks to machine reading comprehension tasks. plete in english