Horizon Scans can be accelerated using novel information retrieval and artificial intelligence tools

arXiv:2504.01627 · cs.IR, cs.AI, cs.CL · Submitted 2025-04-02 · Read on arXiv

cs.IR, cs.AI, cs.CL

Submitted: 2025-04-02

Updated: 2026-10-11

Code: https://github.com/LLukas22/Google-News-Feed

Terminology

• Benchmarking — 2× in this paper · explained in 4 episodes
• Semantic Similarity — 1× in this paper · explained in 2 episodes

Sources

• SPECTER: Document-level Representation Learning using Citation-informed Transformers
• Efficient Estimation of Word Representations in Vector Space
• Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
• Improving Active Learning in Systematic Reviews

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