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Revision or Re-Solving? Decomposing Second-Pass Gains in Multi-LLM Pipelines

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

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

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

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

arXiv:2508.11386v1 Announce Type: new Abstract: This technical report details a novel approach to combining reasoning...

Rethinking Verification for LLM Code Generation: From Generation to Testing

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

arXiv:2508.08424v3 Announce Type: replace Abstract: The relationship between tokenizer algorithm (e.g., Byte-Pair Encoding (BPE), Unigram)...

Rethinking RL for LLM Reasoning: It’s Sparse Policy Selection, Not Capability Learning

arXiv:2605.06241v1 Announce Type: new Abstract: Reinforcement learning has become the standard for improving reasoning in...

Rethinking organizational design in the age of agentic AI

Amid rapidly growing adoption of enterprise-level AI agents, there’s a disconnect emerging between ambition and...

Rethinking Memory Mechanisms of Foundation Agents in the Second Half: A Survey

arXiv:2602.06052v3 Announce Type: replace Abstract: The research of artificial intelligence is undergoing a paradigm shift...

Rethinking AI: DeepSeek’s playbook shakes up the high-spend, high-compute paradigm

DeepSeek’s advancements were inevitable, but the company brought them forward a few years earlier than...

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