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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
Multi-turn clinical response generationllm chat instructionbio medical+111May 19, 2026
Question-based Generationllm chat instructionnlp11Mar 10, 2026
Even Pairsllm chat instruction11May 19, 2026
Task Fulfillmentllm chat instruction11Mar 10, 2026
General Descriptionllm chat instruction11May 19, 2026
User Assistancellm chat instruction11Jun 1, 2026
Personalized Story Generation Evaluationllm chat instruction11Mar 18, 2026
Generative task evaluationllm chat instruction11Feb 19, 2026
Diversity of solution strategiesllm chat instruction11May 19, 2026
Alignment with Human Preferencesllm chat instruction11Feb 18, 2026
Multi-task model alignment and mixingllm chat instructionnlp11Feb 19, 2026
Refusal Controlllm chat instructionadversarial safety security12Mar 17, 2026
Reasoning Correctionllm chat instructionnlp11May 19, 2026
Mathematical reasoning, creative writing, and program synthesisllm chat instructioncode developer ai+111Jun 1, 2026
Long-context Instruction Followingllm chat instructionnlp11Mar 10, 2026
Intent Mismatch Detectionllm chat instructionadversarial safety security11May 19, 2026
Expert-Level Human Knowledge Reasoningllm chat instructionnlp11May 19, 2026
Deep Search and Research Reasoningretrieval search ragllm chat instruction11May 19, 2026
Multi-step Reasoning and Factualityllm chat instructionnlp11May 19, 2026
Online Troubleshootingllm chat instruction11May 19, 2026
Correlation analysis with human preferencesllm chat instructionnlp11Feb 18, 2026
Multi-task long-context understandingllm chat instructionnlp11Feb 19, 2026
Long-horizon memory reasoning and retrievalllm chat instructionretrieval search rag11May 19, 2026
Atomic Memory Recallllm chat instruction11Mar 10, 2026
Reasoning-chain quality evaluationllm chat instructionnlp11May 19, 2026