Cong Geng

Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison

2020

With tremendous amount of recommendation algorithms proposed every year, one critical issue has attracted a considerable amount of attention: there are no effective benchmarks for evaluation, which leads to two major concerns, i.e., unreproducible evaluation …

An intelligent framework combining deep learning and fuzzy logic for accurate remote language translation

2025 · Scientific Reports

In the era of globalized communication, the need for accurate and context-sensitive language translation has become increasingly vital-especially in remote, real-time applications such as telemedicine, virtual collaboration, and cross-border communication. While transformer-based neural machine translation …