Actualités
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 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...
Retail Resurrection: David’s Bridal bets its future on AI after double bankruptcy
How AI-driven personalization, knowledge graphs and a two-sided marketplace are creating a new business model...
REST: A Stress-Testing Framework for Evaluating Multi-Problem Reasoning in Large Reasoning Models
Large Reasoning Models (LRMs) have rapidly advanced, exhibiting impressive performance in complex problem-solving tasks across...
Response-Level Rewards Are All You Need for Online Reinforcement Learning in LLMs: A Mathematical Perspective
arXiv:2506.02553v1 Announce Type: cross Abstract: We study a common challenge in reinforcement learning for large...
Resolving Conflicts in Lifelong Learning via Aligning Updates in Subspaces
arXiv:2512.08960v1 Announce Type: cross Abstract: Low-Rank Adaptation (LoRA) enables efficient Continual Learning but often suffers...
Researchers from the National University of Singapore Introduce ‘Thinkless,’ an Adaptive Framework that Reduces Unnecessary Reasoning by up to 90% Using DeGRPO
The effectiveness of language models relies on their ability to simulate human-like step-by-step deduction. However...
