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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
Expert Knowledge Evaluationllm chat instruction11Feb 20, 2026
Planning and Tool Useagents tool usellm chat instruction11Apr 15, 2026
Output Specificityllm chat instruction11Feb 20, 2026
Multi-party Dialogue Question Answeringllm chat instructionnlp11Apr 15, 2026
Single-Hop Reasoningllm chat instruction11Apr 15, 2026
Multi-domain Question Answeringnlpllm chat instruction11Feb 20, 2026
Overall Reasoning (Average)llm chat instruction12Apr 23, 2026
Factual Answeringllm chat instructionnlp11Apr 15, 2026
Multi-Token Predictionllm chat instruction11Apr 15, 2026
Emotion Steeringllm chat instructionnlp11Feb 20, 2026
Validity Certificationllm chat instruction11Feb 20, 2026
Multi-choice Evaluationllm chat instruction11Apr 15, 2026
Relative Robustness Analysisllm chat instruction11Apr 15, 2026
Cross-size lineage similarity detectionllm chat instruction11Apr 15, 2026
Cognitive Task Assessmentllm chat instruction11Apr 15, 2026
Hidden Intent Inferencellm chat instruction11Apr 15, 2026
Agentic Person Search (Spatial Reasoning)agents tool userobotics embodied ai+111Apr 15, 2026
Agentic Person Search (Temporal Reasoning)agents tool usellm chat instruction11Apr 15, 2026
Knowledge-intensive language tasks evaluationnlpllm chat instruction11Feb 18, 2026
Shuffle Dyckllm chat instruction11Feb 27, 2026
Pairwise evaluator agreement with human judgmentllm chat instruction11Apr 15, 2026
Simulated Patient Portrayalbio medicalllm chat instruction11Apr 15, 2026
Reward-Guided Generationllm chat instruction11Feb 20, 2026
End-to-end dialogue generationllm chat instruction11Apr 16, 2026
Reasoned Question Answeringllm chat instructionnlp11Feb 18, 2026