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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
Conversational Intelligencellm chat instructionnlp11Mar 11, 2026
Multimodal Instruction Following Evaluationmultimodalllm chat instruction11May 20, 2026
Process reward modeling evaluationllm chat instructionagents tool use11Jun 4, 2026
Duplex Dialogue Turn-Takingllm chat instructionnlp13Jun 9, 2026
Long-term Conversation Question Answeringllm chat instructionnlp11May 21, 2026
LLM Downstream Evaluationllm chat instructionnlp11Feb 18, 2026
Selective Refusal Editingadversarial safety securityllm chat instruction11May 21, 2026
Dietary advice generationllm chat instructionnlp11Jun 4, 2026
Expert-Iteration RLVRllm chat instructionnlp11May 21, 2026
Over-safety measurementadversarial safety securityllm chat instruction11Mar 11, 2026
Model Repair and Retentionllm chat instructionnlp11May 21, 2026
Long-term Memoryllm chat instruction12Jun 4, 2026
Stateful Interactionllm chat instructionagents tool use11May 21, 2026
Social Skillllm chat instruction11May 21, 2026
Multimodal Interleaved Generationmultimodalllm chat instruction11Mar 11, 2026
Per-turn token cost managementllm chat instruction11May 21, 2026
Visual Reasoning and Instruction Followingmultimodalllm chat instruction12Feb 18, 2026
Zero-shot task generalizationllm chat instructionnlp11Feb 18, 2026
Conversational Skill Evaluationllm chat instruction11May 21, 2026
Assistant Tasksllm chat instruction11Feb 19, 2026
Attention Head Health Analysisllm chat instruction11Mar 11, 2026
KV cache reconstructionllm chat instruction11May 21, 2026
Long-range word predictionllm chat instructionnlp11May 21, 2026
Grade-school sciencellm chat instruction11May 21, 2026
Tool-use AI Assistantagents tool usellm chat instruction11Mar 11, 2026