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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
Agent Core Capabilities Overallagents tool usellm chat instruction11Apr 20, 2026
General Conversationllm chat instruction11Apr 20, 2026
Post-training Safety and Utility Alignmentadversarial safety securityllm chat instruction11Apr 20, 2026
Global Preference Ratingllm chat instruction11Apr 20, 2026
fact-tracingllm chat instructionnlp11Apr 20, 2026
Group-wise preference evaluationllm chat instruction11Apr 20, 2026
Legal Knowledge Evaluationnlpllm chat instruction11Feb 21, 2026
Inference correction review (correction)llm chat instruction11Apr 21, 2026
Multi-task Knowledge Evaluationllm chat instructionnlp11Apr 21, 2026
Commonsense Story Generationnlpllm chat instruction11Feb 18, 2026
Theory of Mind Status Predictionllm chat instructionnlp11Feb 18, 2026
Privileged knowledge recallllm chat instruction11Feb 18, 2026
Long survey generationllm chat instruction11Apr 21, 2026
Tool-use agent scalability and performanceagents tool usellm chat instruction11Apr 21, 2026
Constitution Comparisonllm chat instructionnlp11Feb 21, 2026
AI-Agent Compatibility Evaluationagents tool usellm chat instruction11Apr 21, 2026
Stabilityllm chat instructionnlp11Feb 21, 2026
Theory of Mind Knowledge Predictionllm chat instructionnlp11Feb 18, 2026
Zero-shot Commonsense Reasoning and Knowledgenlpllm chat instruction11Feb 21, 2026
Error propagation analysisagents tool usellm chat instruction11Apr 21, 2026
Cross-domain language model performance evaluationnlpllm chat instruction11Feb 21, 2026
Zero-shot Evaluation Aggregatellm chat instructionnlp11Apr 21, 2026
Online Inferencellm chat instruction13May 27, 2026
Agent Selectionagents tool usellm chat instruction11Apr 21, 2026
Large Language Model Training Efficiencyllm chat instruction11Feb 21, 2026