| MemoRAG: Moving towards Next-Gen RAG Via Memory-Inspired Knowledge Discovery | Sep 9, 2024 | MemorizationQuestion Answering | CodeCode Available | 7 |
| Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling | Apr 3, 2023 | Common Sense ReasoningCoreference Resolution | CodeCode Available | 6 |
| LIMO: Less is More for Reasoning | Feb 5, 2025 | MathMathematical Reasoning | CodeCode Available | 5 |
| R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning | May 22, 2025 | MemorizationRAG | CodeCode Available | 4 |
| VideoChat-Flash: Hierarchical Compression for Long-Context Video Modeling | Dec 31, 2024 | Memorization | CodeCode Available | 4 |
| Parameter Efficient Instruction Tuning: An Empirical Study | Nov 25, 2024 | Instruction FollowingMemorization | CodeCode Available | 4 |
| MUSE: Machine Unlearning Six-Way Evaluation for Language Models | Jul 8, 2024 | ArticlesMachine Unlearning | CodeCode Available | 4 |
| Amortized Planning with Large-Scale Transformers: A Case Study on Chess | Feb 7, 2024 | Memorization | CodeCode Available | 4 |
| Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models | Jun 9, 2022 | Common Sense ReasoningMath | CodeCode Available | 4 |
| Grokking: Generalization Beyond Overfitting on Small Algorithmic Datasets | Jan 6, 2022 | Memorization | CodeCode Available | 4 |
| MathArena: Evaluating LLMs on Uncontaminated Math Competitions | May 29, 2025 | MathMathematical Reasoning | CodeCode Available | 3 |
| From Matching to Generation: A Survey on Generative Information Retrieval | Apr 23, 2024 | Incremental LearningInformation Retrieval | CodeCode Available | 3 |
| AgentTuning: Enabling Generalized Agent Abilities for LLMs | Oct 19, 2023 | Memorization | CodeCode Available | 3 |
| HeuriGym: An Agentic Benchmark for LLM-Crafted Heuristics in Combinatorial Optimization | Jun 9, 2025 | Combinatorial OptimizationMemorization | CodeCode Available | 2 |
| LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models | Apr 14, 2025 | Equation DiscoveryMemorization | CodeCode Available | 2 |
| RARE: Retrieval-Augmented Reasoning Modeling | Mar 30, 2025 | HallucinationMemorization | CodeCode Available | 2 |
| Detecting, Explaining, and Mitigating Memorization in Diffusion Models | Jul 31, 2024 | Image GenerationMemorization | CodeCode Available | 2 |
| We-Math: Does Your Large Multimodal Model Achieve Human-like Mathematical Reasoning? | Jul 1, 2024 | MathMathematical Reasoning | CodeCode Available | 2 |
| Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs | Jun 14, 2024 | Memorization | CodeCode Available | 2 |
| HMT: Hierarchical Memory Transformer for Long Context Language Processing | May 9, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 2 |
| Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data | Mar 20, 2024 | Memorization | CodeCode Available | 2 |
| A Decade's Battle on Dataset Bias: Are We There Yet? | Mar 13, 2024 | Memorization | CodeCode Available | 2 |
| SciAssess: Benchmarking LLM Proficiency in Scientific Literature Analysis | Mar 4, 2024 | BenchmarkingDrug Discovery | CodeCode Available | 2 |
| Practical Membership Inference Attacks against Fine-tuned Large Language Models via Self-prompt Calibration | Nov 10, 2023 | Inference AttackMembership Inference Attack | CodeCode Available | 2 |
| LawBench: Benchmarking Legal Knowledge of Large Language Models | Sep 28, 2023 | ArticlesBenchmarking | CodeCode Available | 2 |
