- Exploring an Effective Approach to Acquire Meta-Knowledge for Low-Resource Few-Shot Relation Extraction 2025-10-20 ABSTRACTFew-shot relation extraction has attracted significant attention due to its potential to identify new relations when training samples are scarce. Previous studies demonstrate that meta-learning techniques can significantly enhance models' adaptability in few-shot scenarios. Most existing meta-learning methods generalize to unseen relations by constructing effective prototype representations ...
- When GDD meets GNN: A knowledge-driven neural connection for effective entity resolution in property graphs2025-10-07
- Redefining agroecological zones in China to mitigate climate change impacts on maize production2025-09-10
- Unlock genotype-environment-management interaction via field phenotypic insights for multi-scale prediction of winter rapeseed flowering in the Yangtze River Basin2025-09-01
- Heterogeneous graph neural networks for link prediction in biomedical networks2025-08-05
- Key technologies and development trends of intelligent decision-making large models for facility agriculture2025-07-04
- Combining geometric-optical and spectral invariants theories for modeling canopy fluorescence anisotropy2025-06-01
- Data-driven learning optimal K values for K-nearest neighbour matching in causal inference2025-05-28
- HarvestStat africa – Harmonized Subnational Crop Statistics for Sub-Saharan africa2025-04-24
- Integrating UAV and satellite LAI data into modified DSSAT-rapeseed model to improve yield prediction2025-03-15
- Spatial-temporal patterns of cultivated land expansion and intensification in Africa from 2000 to 20202025-03-12
- A band selection method for consumer-grade camera modification for UAV-based rapeseed growth monitoring2025-03-01
- Quantifying the Water Quality Impacts of Cropland Farming in China: A Satellite Data Approach2025-02-17
- SPATIAL SPILLOVER EFFECTS OF TOWNSHIP-LEVEL AGRICULTURAL TECHNOLOGY EXTENSION ——AN EMPIRICAL STUDY USING SATELLITE REMOTE SENSING DATA2025-02-12
- Improving crop type mapping by integrating LSTM with temporal random masking and pixel-set spatial information2024-12-04
- Animal Welfare or Own Welfare: What Motivates Consumers’ Choice of Cage-Free Products?2024-11-23
- Technical Efficiency Versus Land-Use Efficiency: A Spatio-Temporal Efficiency Analysis of China’s Crop Production2024-11-14
- Enhancing detection accuracy of highly overlapping targets in agricultural imagery using IoA-SoftNMS algorithm across diverse image sizes [J]. Computers and Electronics in Agriculture2024-10-25
- Observed trends in multiple breadbasket yield shocks2024-09-25
- Rising atmospheric carbon dioxide concentrations increase gaps of rice yields between low- and middle-to-high-income countries2024-09-23
