论文介绍了三种针对文本分割的模型架构。其中一种仅利用候选断点周边的局部上下文,另外两种则充分利用整个输入的上下文(这里的候选断点指的是潜在的段落边界)。 在跨段BERT模型(左侧)中,模型提供潜在段落断点周围的局部上下文:左侧k个标记和右侧k个标记。在BERT+Bi-LSTM模型(中间)中,首先使用BERT模型对每个句子进行编码...
Lukasik M, Dadachev B, Papineni K, et al (2020) Text segmentation by cross segment attention. In: Webber B, Cohn T, He Y, et al (eds) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP). Association for Computational Linguistics, Online, pp 470...
Topical Change Detection in Documents via Embeddings of Long Sequences(2020) Text Segmentation by Cross Segment Attention(2020) titlesummary A Two-Stage Transformer-Based Approach for Variable-Length Abstractive Summarization(2020)
Automated polyp segmentation, a precancerous precursor, can minimize missed rates and timely treatment of colon cancer at an early stage. Even though there are deep learning methods developed for this task, variability in polyp size can impact model training, thereby limiting it to the size ...
Subscriber segmentation:You can have people be automatically placed into a specific "group" when they send a text to join your SMS list. Data collection:You can include a form in the auto-response that's triggered when people send a text to join your text alerts. This form can allow peopl...
将character localization map和order segmentation maps结合就可得到order map,Hk=Q×Sk ,k代表序列中的第k个字符。 后处理 使用如下公式即可得到第k个字符属于每一类的概率,然后取个最大即可知道第k个字符的类别。当字符概率小于指定值或者解码完所有字符后终止解码过程。 未完,待续 ...
Machine Learning APIs for common use cases, include: General OCR (Simplified/Traditional Chinese), Custom OCR, Image Similarity, Object Recognition, Face Detection, Face Comparison, Human Image Segmentation, Human Attribute Recognition, Pornography Detection, Image Super Resolution, Text Similarity, Car ...
attention-mechanism image-rectification scene-text image-deformation scene-text-recognition Updated Jul 25, 2024 Python MhLiao / MaskTextSpotterV3 Star 629 Code Issues Pull requests The code of "Mask TextSpotter v3: Segmentation Proposal Network for Robust Scene Text Spotting" scene-text scene-tex...
2023-07-30 Improving TTS for Shanghainese: Addressing Tone Sandhi via Word Segmentation Yuanhao Chen et.al. 2307.16199 link 2023-07-29 METTS: Multilingual Emotional Text-to-Speech by Cross-speaker and Cross-lingual Emotion Transfer Xinfa Zhu et.al. 2307.15951 null 2023-12-18 Minimally-Supervised...
CPN: Complementary Proposal Network for Unconstrained Text Detection no code yet • 18 Feb 2024 Existing methods for scene text detection can be divided into two paradigms: segmentation-based and anchor-based. Paper Add Code ContentIntroduction Benchmarks Datasets Subtasks Libraries Papers - Most ...