Webb12 apr. 2024 · 2024) with a pre-trained model PhoBERT (Nguyen and Nguyen,2024) following source code1 to present semantic vector of a sentence. Then we perform two methods to extract summary: similar-ity and TextRank. Text correlation A document includes a title, anchor text, and news content. The authors write anchor text to … Webb31 aug. 2024 · Recent researches have demonstrated that BERT shows potential in a wide range of natural language processing tasks. It is adopted as an encoder for many state-of-the-art automatic summarizing systems, which achieve excellent performance. However, so far, there is not much work done for Vietnamese.
arXiv:2110.04257v1 [cs.CL] 8 Oct 2024
Webb1 jan. 2024 · Furthermore, the phobert-base model is the small architecture that is adapted to such a small dataset as the VieCap4H dataset, leading to a quick training time, which … WebbConstruct a PhoBERT tokenizer. Based on Byte-Pair-Encoding. This tokenizer inherits from PreTrainedTokenizer which contains most of the main methods. Users should refer to this superclass for more information regarding those methods. Parameters vocab_file ( str) – Path to the vocabulary file. merges_file ( str) – Path to the merges file. chryston high school glasgow
ngockhanh5110/nlp-vietnamese-text-summarization
WebbTo prove their method works, the researchers distil BERT’s knowledge to train a student transformer and use it for German-to-English translation, English-to-German translation and summarization. Webb24 sep. 2024 · Bài báo này giới thiệu một phương pháp tóm tắt trích rút các văn bản sử dụng BERT. Để làm điều này, các tác giả biểu diễn bài toán tóm tắt trích rút dưới dạng phân lớp nhị phân mức câu. Các câu sẽ được biểu diễn dưới dạng vector đặc trưng sử dụng BERT, sau đó được phân lớp để chọn ra những ... Webb09/2024 — "PhoBERT: Pre-trained language models for Vietnamese", talk at AI Day 2024. 12/2024 — "A neural joint model for Vietnamese word segmentation, POS tagging and dependency parsing", talk at the Sydney NLP Meetup. 07/2024 — Giving a talk at Oracle Digital Assistant, Oracle Australia. chryston high school extension