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IEEE8h
Correlation Learning with Enhanced Attention Mechanism of BERT for Multi-Label Text Classification - IEEE Xplore
Semantic features encoded in the labels have a strong influence on multi-label text classification (MLTC) performance. This paper follows the assumption and proposes an MLTC approach with correlation ...
IEEE12h
The Classification of Software Requirements using Large Language Models: Emerging Results and Future Directions - IEEE Xplore
In recent years, large language models (LLMs) have demonstrated exceptional capabilities across various tasks. However, the effectiveness of LLMs in software requirement classification has yet to be ...
Unlock Next-Level RAG Performance with the Jina v4 Embedding Model
Unlock next-level RAG performance with Jina v4, the embedding model designed for precision, efficiency, and complex data ...
Sakana AI’s TreeQuest: Deploy multi-model teams that outperform individual LLMs by 30%
To accomplish this, the system uses Monte Carlo Tree Search (MCTS), a decision-making algorithm famously used by DeepMind’s AlphaGo. At each step, AB-MCTS uses probability models to decide whether ...