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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
Tool-use Inferenceagents tool usellm chat instruction31Apr 16, 2026
Logical Refinement of Natural Language Explanationsllm chat instructionnlp31Feb 18, 2026
Reasoning trace quality evaluationllm chat instructionnlp31Apr 16, 2026
Policy Question Answeringnlpllm chat instruction31Apr 15, 2026
Output-based feature description faithfulnessllm chat instruction31Feb 18, 2026
Instruction Fine-tuningllm chat instruction33May 8, 2026
Persona-based Dialogue Generationllm chat instructionnlp32Feb 19, 2026
Linear Concept Accessibility and Steeringllm chat instruction31Apr 20, 2026
Interactive Instruction Followingllm chat instructionrobotics embodied ai34Jun 26, 2026
National Policy Generationllm chat instruction31Feb 18, 2026
Goal-relevance Evaluationllm chat instruction31Apr 15, 2026
AlpacaEval 2.0llm chat instruction31Feb 22, 2026
Multi-hop reasoning and question answeringnlpllm chat instruction31Feb 22, 2026
Multi-turn dialogue routingllm chat instruction31Apr 15, 2026
Fine-grained Knowledge Recallllm chat instructionretrieval search rag31Apr 15, 2026
Long Reasoningllm chat instruction31Mar 4, 2026
Individualistic Value Reasoningllm chat instruction31Feb 18, 2026
Reasoning accuracyllm chat instructionnlp32Apr 8, 2026
Medical Long-form Answeringbio medicalllm chat instruction31Feb 18, 2026
Social Deduction Game Gameplayllm chat instructionagents tool use32May 29, 2026
Controllable multi-objective generationllm chat instruction31Feb 18, 2026
Social Interactionllm chat instruction34Jul 9, 2026
Follow-up Question Answeringllm chat instructionnlp31Feb 18, 2026
Dialogue Policy Evaluationllm chat instructionnlp31Feb 18, 2026
LoRA Adapter Transfercode developer aillm chat instruction31Apr 15, 2026