| Sample, Don't Search: Rethinking Test-Time Alignment for Language Models | Apr 4, 2025 | GSM8KMathematical Reasoning | —Unverified | 0 |
| AcademicGPT: Empowering Academic Research | Nov 21, 2023 | Abstract generationGeneral Knowledge | —Unverified | 0 |
| From Threat to Tool: Leveraging Refusal-Aware Injection Attacks for Safety Alignment | Jun 7, 2025 | ARCMMLU | —Unverified | 0 |
| SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity | Dec 30, 2024 | BenchmarkingCode Generation | —Unverified | 0 |
| Selective Self-Rehearsal: A Fine-Tuning Approach to Improve Generalization in Large Language Models | Sep 7, 2024 | MMLUTruthfulQA | —Unverified | 0 |
| Automatic Robustness Stress Testing of LLMs as Mathematical Problem Solvers | Jun 5, 2025 | GSM8KMath | —Unverified | 0 |
| SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models | Aug 16, 2024 | GSM8KMMLU | —Unverified | 0 |
| Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst | May 20, 2025 | ARCGSM8K | —Unverified | 0 |
| SEM: Reinforcement Learning for Search-Efficient Large Language Models | May 12, 2025 | MMLUreinforcement-learning | —Unverified | 0 |
| Setting Standards in Turkish NLP: TR-MMLU for Large Language Model Evaluation | Dec 31, 2024 | Language Model EvaluationLanguage Modeling | —Unverified | 0 |
| Slimming Down LLMs Without Losing Their Minds | Jun 12, 2025 | Computational EfficiencyGSM8K | —Unverified | 0 |
| YAYI 2: Multilingual Open-Source Large Language Models | Dec 22, 2023 | MMLU | —Unverified | 0 |
| Spanish and LLM Benchmarks: is MMLU Lost in Translation? | May 28, 2024 | MMLUTranslation | —Unverified | 0 |
| SSR: Alignment-Aware Modality Connector for Speech Language Models | Sep 30, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Correctness Coverage Evaluation for Medical Multiple-Choice Question Answering Based on the Enhanced Conformal Prediction Framework | Mar 7, 2025 | Conformal PredictionMedical Question Answering | —Unverified | 0 |
| Step Guided Reasoning: Improving Mathematical Reasoning using Guidance Generation and Step Reasoning | Oct 18, 2024 | MathMathematical Reasoning | —Unverified | 0 |
| SuperBPE: Space Travel for Language Models | Mar 17, 2025 | Inductive BiasMMLU | —Unverified | 0 |
| Surface Fairness, Deep Bias: A Comparative Study of Bias in Language Models | Jun 12, 2025 | FairnessMMLU | —Unverified | 0 |
| SUTRA: Scalable Multilingual Language Model Architecture | May 7, 2024 | Computational EfficiencyHallucination | —Unverified | 0 |
| Swallowing the Poison Pills: Insights from Vulnerability Disparity Among LLMs | Feb 23, 2025 | Data PoisoningDiagnostic | —Unverified | 0 |
| Symbolic Mixture-of-Experts: Adaptive Skill-based Routing for Heterogeneous Reasoning | Mar 7, 2025 | GPUMath | —Unverified | 0 |
| Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models | Oct 9, 2023 | MMLU | —Unverified | 0 |
| TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise | Oct 29, 2023 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| The Alignment Ceiling: Objective Mismatch in Reinforcement Learning from Human Feedback | Oct 31, 2023 | GSM8KMMLU | —Unverified | 0 |
| The Base-Rate Effect on LLM Benchmark Performance: Disambiguating Test-Taking Strategies from Benchmark Performance | Jun 17, 2024 | counterfactualMMLU | —Unverified | 0 |