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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
Dialogue Commonsense Reasoningllm chat instructionnlp21Feb 18, 2026
Interactive query answeringretrieval search ragllm chat instruction21Mar 27, 2026
Long-Horizon Search Intelligenceretrieval search ragagents tool use+121Mar 27, 2026
Article Writingllm chat instruction21Feb 18, 2026
General Alignmentllm chat instruction22May 14, 2026
Strikellm chat instruction22Apr 1, 2026
Language-based Gamesllm chat instructionnlp21Feb 18, 2026
Long-context reasoning and retrievalllm chat instructionretrieval search rag24Mar 5, 2026
Secure LLM Agent Task Completionagents tool useadversarial safety security+122Jun 9, 2026
Common Sense Reasoning and Question Answeringnlpllm chat instruction22Mar 27, 2026
Usability Evaluationllm chat instruction22Apr 23, 2026
LLM Hallucination Detectionllm chat instructionnlp22Apr 8, 2026
Belief Predictionllm chat instruction22May 22, 2026
General Knowledge and Instruction Followingllm chat instruction21Mar 27, 2026
Human-AI Agreement Assessmentllm chat instruction21Mar 26, 2026
Reasoning and Synthesisllm chat instructionnlp21Feb 24, 2026
Islamic inheritance reasoningllm chat instructionnlp22Apr 21, 2026
Long-term preference alignmentllm chat instruction21Mar 27, 2026
grade-school mathllm chat instruction23Jun 30, 2026
Evidence-grounded diagnostic reasoningretrieval search ragllm chat instruction21Mar 25, 2026
Defective Dialog Detectionllm chat instructionnlp21Feb 18, 2026
Standard Operating Procedure executionagents tool usellm chat instruction21Mar 25, 2026
Instructed Code Generationcode developer aillm chat instruction21Mar 25, 2026
LLM-rated generation qualityllm chat instruction21Feb 24, 2026
General AI Assistant Task Executionagents tool usellm chat instruction21Mar 25, 2026