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Tasks

Explore the problems researchers are working on and the benchmarks used to measure progress.

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Tasks

TaskDomainBenchmarksPapersLast update
Algorithm Recommendationretrieval search ragllm chat instruction11Mar 24, 2026
Reasoning-based generationllm chat instructionnlp11Jun 15, 2026
Memory Updatellm chat instruction11Feb 19, 2026
Text-to-image reward alignmentimage generation editingllm chat instruction11Mar 13, 2026
Persona Drift Measurementllm chat instruction11May 26, 2026
Challenging Cases Understandingllm chat instruction11Feb 18, 2026
STEM Problem Solvingnlpllm chat instruction11Feb 19, 2026
GameCWM Generationllm chat instruction11May 26, 2026
Structured-based Jailbreak Attack Defenseadversarial safety securityllm chat instruction11Mar 24, 2026
Memory taskllm chat instruction11Jun 16, 2026
Multiple-choice Question Answering (Negative Steering)llm chat instructionnlp11Jun 16, 2026
Counselor performance expert evaluationllm chat instructionnlp11Feb 18, 2026
Reply Generation + Tone Adjustmentllm chat instruction11Mar 13, 2026
Research Paper Reasoning and Comprehensionllm chat instructionnlp11May 26, 2026
Language Model Evaluation Suitellm chat instructionnlp11Feb 19, 2026
Multi-turn math reasoningllm chat instructionnlp11May 26, 2026
Multi-turn Mathllm chat instructionnlp11May 26, 2026
In-distribution Tool Useagents tool usellm chat instruction11Mar 13, 2026
LLM Jailbreakadversarial safety securityllm chat instruction11May 26, 2026
Realworld Chatllm chat instruction11Feb 18, 2026
Persona distribution alignment with human referencesllm chat instructionnlp11Feb 19, 2026
Safety alignment against harmful fine-tuningadversarial safety securityllm chat instruction11May 26, 2026
Fine-tuning Accuracyllm chat instruction11May 26, 2026
Zero-Shot Generalist Tool Useagents tool usellm chat instruction11Mar 13, 2026
Model Merging for Safety and Utilityadversarial safety securityllm chat instruction11May 26, 2026