JaColBERTv2. 5: Optimising Multi-Vector Retrievers to Create State-of-the-Art Japanese Retrievers with Constrained Resources
B Clavié - arxiv preprint arxiv:2407.20750, 2024 - arxiv.org
Neural Information Retrieval has advanced rapidly in high-resource languages, but progress
in lower-resource ones such as Japanese has been hindered by data scarcity, among other …
in lower-resource ones such as Japanese has been hindered by data scarcity, among other …
Pre-training with aspect-content text mutual prediction for multi-aspect dense retrieval
Grounded on pre-trained language models (PLMs), dense retrieval has been studied
extensively on plain text. In contrast, there has been little research on retrieving data with …
extensively on plain text. In contrast, there has been little research on retrieving data with …
Pitfalls in link prediction with graph neural networks: Understanding the impact of target-link inclusion & better practices
While Graph Neural Networks (GNNs) are remarkably successful in a variety of high-impact
applications, we demonstrate that, in link prediction, the common practices of including the …
applications, we demonstrate that, in link prediction, the common practices of including the …