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Research

Tasks

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

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Tasks

TaskDomainBenchmarksPapersLast update
LLM-as-a-Judge Routingllm chat instructionagents tool use11May 12, 2026
Multi-choice reasoningllm chat instructionnlp11Mar 4, 2026
Automated Research Efficiency Analysisllm chat instruction11May 12, 2026
Ethical alignment evaluationadversarial safety securityllm chat instruction11May 12, 2026
Consulting and Recommendationsllm chat instruction11Feb 18, 2026
Skill invocation in LLM agentsagents tool usellm chat instruction11Mar 4, 2026
Moral preference alignmentllm chat instructionadversarial safety security11May 12, 2026
Per-country Preference Alignmentllm chat instruction11May 12, 2026
Interactive agentic task completionagents tool usellm chat instruction12Jun 4, 2026
Cascading Dialogue Successllm chat instructionnlp11Feb 18, 2026
Few-shot (5-shot) performancellm chat instructionnlp11Feb 18, 2026
Behavior Steeringllm chat instruction11Feb 19, 2026
Selective Copyllm chat instruction11Mar 4, 2026
Truthfulness and Calibration Evaluationllm chat instructionmultimodal11May 12, 2026
Behavior Error Detectionllm chat instruction11May 12, 2026
Behavior Question Answeringnlpllm chat instruction11May 12, 2026
Random-generation diversity evaluationllm chat instruction11May 13, 2026
Drafting legal advice lettersnlpllm chat instruction11May 13, 2026
Alignment and Safety Evaluationadversarial safety securityllm chat instruction11May 13, 2026
Memory Transfer Continuityllm chat instruction11May 13, 2026
Generation scoringllm chat instruction11Feb 18, 2026
Negotiation task (Sell&Buy)llm chat instructionagents tool use11Mar 4, 2026
Long-horizon web tasksagents tool usellm chat instruction11May 13, 2026
Shopping Planningagents tool usellm chat instruction11May 13, 2026
Negotiation task (Ultimatum)llm chat instruction11Mar 4, 2026