| Table Foundation Models: on knowledge pre-training for tabular learning | May 20, 2025 | World Knowledge | —Unverified | 0 |
| Bidirectional LMs are Better Knowledge Memorizers? A Benchmark for Real-world Knowledge Injection | May 18, 2025 | MemorizationWorld Knowledge | CodeCode Available | 0 |
| Benchmarking Spatiotemporal Reasoning in LLMs and Reasoning Models: Capabilities and Challenges | May 16, 2025 | BenchmarkingState Estimation | CodeCode Available | 0 |
| Who You Are Matters: Bridging Topics and Social Roles via LLM-Enhanced Logical Recommendation | May 16, 2025 | General KnowledgeLarge Language Model | —Unverified | 0 |
| LODGE: Joint Hierarchical Task Planning and Learning of Domain Models with Grounded Execution | May 15, 2025 | Robot ManipulationTask Planning | —Unverified | 0 |
| LLM4CD: Leveraging Large Language Models for Open-World Knowledge Augmented Cognitive Diagnosis | May 14, 2025 | cognitive diagnosisWorld Knowledge | CodeCode Available | 0 |
| Enhancing Cache-Augmented Generation (CAG) with Adaptive Contextual Compression for Scalable Knowledge Integration | May 13, 2025 | RAGRetrieval | —Unverified | 0 |
| Advancing and Benchmarking Personalized Tool Invocation for LLMs | May 7, 2025 | BenchmarkingWorld Knowledge | CodeCode Available | 0 |
| Evaluating Contrastive Feedback for Effective User Simulations | May 5, 2025 | Information RetrievalPrompt Engineering | CodeCode Available | 0 |
| WorldGenBench: A World-Knowledge-Integrated Benchmark for Reasoning-Driven Text-to-Image Generation | May 2, 2025 | Image GenerationText to Image Generation | —Unverified | 0 |
