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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
Long-term preference alignmentllm chat instruction21Mar 27, 2026
Secure LLM Agent Task Completionagents tool useadversarial safety security+122Jun 9, 2026
Instruction Tuning Data Selection Efficiencyllm chat instructionnlp22May 12, 2026
LLM Hallucination Detectionllm chat instructionnlp22Apr 8, 2026
Evidence-grounded diagnostic reasoningretrieval search ragllm chat instruction21Mar 25, 2026
Long-sequence generationllm chat instruction22May 22, 2026
Islamic inheritance reasoningllm chat instructionnlp22Apr 21, 2026
Large Language Model Watermarkingllm chat instructionadversarial safety security22May 26, 2026
Prediction Reasoningllm chat instructionmultimodal21Feb 18, 2026
Out-of-Domain Reasoningllm chat instructionnlp22May 20, 2026
Standard Operating Procedure executionagents tool usellm chat instruction21Mar 25, 2026
Instructed Code Generationcode developer aillm chat instruction21Mar 25, 2026
End-to-End Performancellm chat instruction21Feb 27, 2026
Query-based meeting summarizationnlpllm chat instruction25Jun 29, 2026
Analytical Reasoningllm chat instructionnlp22Apr 20, 2026
grade-school mathllm chat instruction23Jun 30, 2026
General AI Assistant Task Executionagents tool usellm chat instruction21Mar 25, 2026
Malicious Goal Evaluationadversarial safety securityllm chat instruction21Feb 18, 2026
Multi-turn Retrieval-Augmented Generationretrieval search ragllm chat instruction22May 7, 2026
Generative Hallucination Evaluationllm chat instruction23May 28, 2026
Alignment Task Evaluationllm chat instructionadversarial safety security21Feb 18, 2026
Multi-agent Negotiationllm chat instructionagents tool use22Apr 23, 2026
Mathematical Calculationllm chat instruction22Apr 10, 2026
LLM-as-Judge Response Evaluationllm chat instruction21Feb 25, 2026
Visual Search and Reasoningcomputer visionretrieval search rag+122May 27, 2026