InnoGym: Benchmarking the Innovation Potential of AI Agents Paper • 2512.01822 • Published Dec 1, 2025 • 35
MIDI-LLM: Adapting Large Language Models for Text-to-MIDI Music Generation Paper • 2511.03942 • Published Nov 6, 2025 • 2
LightMem: Lightweight and Efficient Memory-Augmented Generation Paper • 2510.18866 • Published Oct 21, 2025 • 111
Executable Knowledge Graphs for Replicating AI Research Paper • 2510.17795 • Published Oct 20, 2025 • 14
When Benchmarks Age: Temporal Misalignment through Large Language Model Factuality Evaluation Paper • 2510.07238 • Published Oct 8, 2025 • 14
OceanGym: A Benchmark Environment for Underwater Embodied Agents Paper • 2509.26536 • Published Sep 30, 2025 • 34
BiasFreeBench: a Benchmark for Mitigating Bias in Large Language Model Responses Paper • 2510.00232 • Published Sep 30, 2025 • 15
SteeringControl: Holistic Evaluation of Alignment Steering in LLMs Paper • 2509.13450 • Published Sep 16, 2025 • 7
WildScore: Benchmarking MLLMs in-the-Wild Symbolic Music Reasoning Paper • 2509.04744 • Published Sep 5, 2025 • 11
Persona Vectors: Monitoring and Controlling Character Traits in Language Models Paper • 2507.21509 • Published Jul 29, 2025 • 32
Evaluating Memory in LLM Agents via Incremental Multi-Turn Interactions Paper • 2507.05257 • Published Jul 7, 2025 • 14
M+: Extending MemoryLLM with Scalable Long-Term Memory Paper • 2502.00592 • Published Feb 1, 2025 • 2
ChineseHarm-Bench: A Chinese Harmful Content Detection Benchmark Paper • 2506.10960 • Published Jun 12, 2025 • 12
Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms Paper • 2505.20322 • Published May 23, 2025 • 14