#Knowledge Retrieval
Latest news articles tagged with "Knowledge Retrieval". Follow the timeline of events, related topics, and entities.
Articles (6)
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🇺🇸 Retrieval-Augmented LLM Agents: Learning to Learn from Experience
[USA]
arXiv:2603.18272v1 Announce Type: new Abstract: While large language models (LLMs) have advanced the development of general-purpose agents, achieving robust generalization to unseen tasks remains a s...
Related: #AI Learning -
🇺🇸 Multi-hop Reasoning and Retrieval in Embedding Space: Leveraging Large Language Models with Knowledge
[USA]
arXiv:2603.13266v1 Announce Type: new Abstract: As large language models (LLMs) continue to grow in size, their abilities to tackle complex tasks have significantly improved. However, issues such as ...
Related: #AI Reasoning -
🇺🇸 Diagnosing Retrieval Bias Under Multiple In-Context Knowledge Updates in Large Language Models
[USA]
arXiv:2603.12271v1 Announce Type: cross Abstract: LLMs are widely used in knowledge-intensive tasks where the same fact may be revised multiple times within context. Unlike prior work focusing on one...
Related: #AI Bias -
🇺🇸 TaSR-RAG: Taxonomy-guided Structured Reasoning for Retrieval-Augmented Generation
[USA]
arXiv:2603.09341v1 Announce Type: cross Abstract: Retrieval-Augmented Generation (RAG) helps large language models (LLMs) answer knowledge-intensive and time-sensitive questions by conditioning gener...
Related: #AI Reasoning -
🇺🇸 HELP: HyperNode Expansion and Logical Path-Guided Evidence Localization for Accurate and Efficient GraphRAG
[USA]
arXiv:2602.20926v1 Announce Type: new Abstract: Large Language Models (LLMs) often struggle with inherent knowledge boundaries and hallucinations, limiting their reliability in knowledge-intensive ta...
Related: #Artificial Intelligence, #Computational Efficiency -
🇺🇸 Hybrid Deep Searcher: Scalable Parallel and Sequential Search Reasoning
[USA]
arXiv:2508.19113v2 Announce Type: replace Abstract: Large reasoning models (LRMs) combined with retrieval-augmented generation (RAG) have enabled deep research agents capable of multi-step reasoning ...
Related: #Artificial Intelligence, #Machine Learning, #Research Methodology
Key Entities (3)
- Large language model (2 news)
- Reasoning model (1 news)
- Prompt engineering (1 news)
About the topic: Knowledge Retrieval
The topic "Knowledge Retrieval" aggregates 6+ news articles from various countries.