Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines
4月 2, 2026admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2604.01029v1 Announce Type: cross Abstract: Multi-LLM revision pipelines, in which a second model reviews and...
ReviewGraph: A Knowledge Graph Embedding Based Framework for Review Rating Prediction with Sentiment Features
8月 20, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2508.13953v1 Announce Type: new Abstract: In the hospitality industry, understanding the factors that drive customer...
Retrieve-Refine-Calibrate: A Framework for Complex Claim Fact-Checking
1月 26, 2026admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2601.16555v1 Announce Type: new Abstract: Fact-checking aims to verify the truthfulness of a claim based...
Retrieval, Reasoning, Re-ranking: A Context-Enriched Framework for Knowledge Graph Completion
5月 1, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2411.08165v2 Announce Type: replace-cross Abstract: The Knowledge Graph Completion~(KGC) task aims to infer the missing...
Retrieval-augmented reasoning with lean language models
8月 18, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2508.11386v1 Announce Type: new Abstract: This technical report details a novel approach to combining reasoning...
Retrieval vs. Memory in Agentic AI Systems
8月 12, 2026admin NUAI,Committee,ニュース,Uncategorized(0)In this article, you will learn the conceptual and practical differences between retrieval and memory...
Retrieval vs. Memory in Agentic AI Systems
8月 12, 2026admin NUAI,Committee,ニュース,Uncategorized(0)In this article, you will learn the conceptual and practical differences between retrieval and memory...
Rethinking Verification for LLM Code Generation: From Generation to Testing
7月 11, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2507.06920v2 Announce Type: replace Abstract: Large language models (LLMs) have recently achieved notable success in...
Rethinking Tokenization for Rich Morphology: The Dominance of Unigram over BPE and Morphological Alignment
11月 11, 2025admin NUAI,Committee,ニュース,Uncategorized(0)arXiv:2508.08424v3 Announce Type: replace Abstract: The relationship between tokenizer algorithm (e.g., Byte-Pair Encoding (BPE), Unigram)...
