| Real-time Adapting Routing (RAR): Improving Efficiency Through Continuous Learning in Software Powered by Layered Foundation Models | Nov 14, 2024 | Domain GeneralizationIn-Context Learning | —Unverified | 0 | 0 |
| Reasoning Beyond Bias: A Study on Counterfactual Prompting and Chain of Thought Reasoning | Aug 16, 2024 | counterfactualMMLU | —Unverified | 0 | 0 |
| MMLU-SR: A Benchmark for Stress-Testing Reasoning Capability of Large Language Models | Jun 15, 2024 | Mathematical ReasoningMMLU | —Unverified | 0 | 0 |
| Reasoning Paths Optimization: Learning to Reason and Explore From Diverse Paths | Oct 7, 2024 | AttributeGSM8K | —Unverified | 0 | 0 |
| Reasoning Robustness of LLMs to Adversarial Typographical Errors | Nov 8, 2024 | GSM8KMMLU | —Unverified | 0 | 0 |
| Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training | Jul 7, 2025 | General KnowledgeMMLU | —Unverified | 0 | 0 |
| Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models | Apr 18, 2024 | GSM8KMMLU | —Unverified | 0 | 0 |
| Adapt-Pruner: Adaptive Structural Pruning for Efficient Small Language Model Training | Feb 5, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 | 0 |
| Adaptive Dense Reward: Understanding the Gap Between Action and Reward Space in Alignment | Oct 23, 2024 | GSM8KHumanEval | —Unverified | 0 | 0 |
| Rethinking Mixture-of-Agents: Is Mixing Different Large Language Models Beneficial? | Feb 2, 2025 | MathMMLU | —Unverified | 0 | 0 |
| Actor-Critic based Online Data Mixing For Language Model Pre-Training | May 29, 2025 | HumanEvalLanguage Modeling | —Unverified | 0 | 0 |
| Revisiting Uncertainty Estimation and Calibration of Large Language Models | May 29, 2025 | Mixture-of-ExpertsMMLU | —Unverified | 0 | 0 |
| Sample, Don't Search: Rethinking Test-Time Alignment for Language Models | Apr 4, 2025 | GSM8KMathematical Reasoning | —Unverified | 0 | 0 |
| AcademicGPT: Empowering Academic Research | Nov 21, 2023 | Abstract generationGeneral Knowledge | —Unverified | 0 | 0 |
| From Threat to Tool: Leveraging Refusal-Aware Injection Attacks for Safety Alignment | Jun 7, 2025 | ARCMMLU | —Unverified | 0 | 0 |
| SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity | Dec 30, 2024 | BenchmarkingCode Generation | —Unverified | 0 | 0 |
| Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models | Sep 7, 2024 | MMLUTruthfulQA | —Unverified | 0 | 0 |
| Selective Self-to-Supervised Fine-Tuning for Generalization in Large Language Models | Feb 12, 2025 | Mathematical ReasoningMMLU | —Unverified | 0 | 0 |
| SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models | Aug 16, 2024 | GSM8KMMLU | —Unverified | 0 | 0 |
| Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst | May 20, 2025 | ARCGSM8K | —Unverified | 0 | 0 |
| SEM: Reinforcement Learning for Search-Efficient Large Language Models | May 12, 2025 | MMLUreinforcement-learning | —Unverified | 0 | 0 |
| Setting Standards in Turkish NLP: TR-MMLU for Large Language Model Evaluation | Dec 31, 2024 | Language Model EvaluationLanguage Modeling | —Unverified | 0 | 0 |
| Slimming Down LLMs Without Losing Their Minds | Jun 12, 2025 | Computational EfficiencyGSM8K | —Unverified | 0 | 0 |
| YAYI 2: Multilingual Open-Source Large Language Models | Dec 22, 2023 | MMLU | —Unverified | 0 | 0 |
| Spanish and LLM Benchmarks: is MMLU Lost in Translation? | May 28, 2024 | MMLUTranslation | —Unverified | 0 | 0 |