3 papers
cs.IR2024
Document Set Expansion with Positive-Unlabelled Learning Using Intractable Density Estimation
Haiyang Zhang, Qiuyi Chen, Yuanjie Zou +3
The Document Set Expansion (DSE) task involves identifying relevant documents from large collections based on a limited set of example documents. Previous research has highlighted…
cs.LG2024
Document Set Expansion with Positive-Unlabeled Learning: A Density Estimation-based Approach
Haiyang Zhang, Qiuyi Chen, Yuanjie Zou +3
Document set expansion aims to identify relevant documents from a large collection based on a small set of documents that are on a fine-grained topic. Previous work shows that PU l…
cs.CV2022
BiTAT: Neural Network Binarization with Task-dependent Aggregated Transformation
Geon Park, Jaehong Yoon, Haiyang Zhang +3
Neural network quantization aims to transform high-precision weights and activations of a given neural network into low-precision weights/activations for reduced memory usage and c…