Rewarding Semantic Similarity under Optimized Alignments for AMR-to-Text Generation [PDF]
, 2022 Lisa Jin, Daniel Gildea
openalex +1 more source
S3RL: Enhancing Spatial Single‐Cell Transcriptomics With Separable Representation Learning
Advanced Science, EarlyView.Separable Spatial Representation Learning (S3RL) is introduced to enhance the reconstruction of spatial transcriptomic landscapes by disentangling spatial structure and gene expression semantics. By integrating multimodal inputs with graph‐based representation learning and hyperspherical prototype modeling, S3RL enables high‐fidelity spatial domain ...
Laiyi Fu +6 more
wiley +1 more source
Advanced Science, EarlyView.UniMR, a training‐free framework for automated molecular recognition in STM images. By integrating adaptive feature selection with CLIP embeddings and Gaussian Mixture Modeling, UniMR achieves robust performance across diverse molecular systems and low‐resolution conditions.
Ziqiang Cao +10 more
wiley +1 more source
Efficient Explainable Metric for Semantic Communication of Images Using Image Captioning
IEEE AccessAs existing networks are projected to reach the theoretical limit for Shannon capacity, the concept of semantic communication is proposed in literature.
Asma O. Mahgoub, Elias Yaacoub
doaj +1 more source
From Task Classification Towards Similarity Measures for Recommendation in Crowdsourcing Systems
, 2017 Task selection in micro-task markets can be supported by recommender systems to help individuals to find appropriate tasks. Previous work showed that for the selection process of a micro-task the semantic aspects, such as the required action and the ...
Neitzel, Svenja +2 more
core
An analysis and comparison of the statistical sensitivity of semantic similarity metrics [PDF]
, 2018 Prashanti Manda, Todd Vision
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Accurate Identification of Protein Binding Sites for All Drug Modalities Using ALLSites
Advanced Science, EarlyView.ALLSites is a unified sequence‐based framework for identifying proteome‐wide binding sites across all drug modalities. It integrates a gated convolutional network with a transformer architecture to capture residue interactions directly from the sequence.
Minjie Mou +14 more
wiley +1 more source
HCTI at SemEval-2017 Task 1: Use convolutional neural network to evaluate Semantic Textual Similarity [PDF]
, 2017 Yang Shao
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FAT ALBERT: Finding Answers in Large Texts using Semantic Similarity Attention Layer based on BERT [PDF]
, 2020 Omar S. Mossad +4 more
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