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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
Preference-conditioned Autonomous Highway Navigationrobotics embodied aillm chat instruction11Jun 18, 2026
Text-based reasoningllm chat instruction11Mar 26, 2026
Multi-skill Compositional Reasoningllm chat instructionmultimodal11Jun 18, 2026
Long-context language model evaluationllm chat instruction12Apr 13, 2026
Large Language Model Downstream Evaluationllm chat instructionnlp11May 26, 2026
Multi-turn conversational qualityllm chat instruction11May 26, 2026
Writing capabilitiesllm chat instruction11May 26, 2026
Korean LLM Evaluationllm chat instructionnlp11Feb 19, 2026
Behavioral Accuracyllm chat instruction11Jun 18, 2026
Service and Safety Evaluationadversarial safety securityllm chat instruction11May 26, 2026
Memorized Content Extractionllm chat instruction11Mar 13, 2026
Online Customer Supportllm chat instructionnlp11May 26, 2026
Generative Language Model Mergingllm chat instructioncode developer ai+211Jun 18, 2026
LLM Workflow Optimizationllm chat instructionnlp11Feb 18, 2026
Online Livestream Interactionllm chat instruction11May 26, 2026
Disagreement Handlingllm chat instruction11Mar 13, 2026
Mathematical Reasoning Repairllm chat instructionnlp11May 26, 2026
Routine Task Managementagents tool usellm chat instruction11Mar 13, 2026
General Task Performancenlpcode developer ai+111Feb 19, 2026
Regional knowledge and conversational settingsllm chat instruction11May 26, 2026
General performance assessmentllm chat instruction11May 26, 2026
Reward-oriented Decodingllm chat instructionnlp11Feb 18, 2026
Human preference evaluation for response qualityllm chat instruction11May 26, 2026
Single-turn child safety evaluationadversarial safety securityllm chat instruction11May 26, 2026
Role-play dialogue comprehensionllm chat instructionnlp11May 26, 2026