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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
Disagreement Handlingllm chat instruction11Mar 13, 2026
Mathematical Reasoning Repairllm chat instructionnlp11May 26, 2026
Task-oriented Dialog Response Generationnlpllm chat instruction11Feb 18, 2026
Aggregate Benchmark Performancellm chat instructionnlp11Jun 19, 2026
Routine Task Managementagents tool usellm chat instruction11Mar 13, 2026
Value-action alignment evaluationllm chat instructionadversarial safety security11Feb 19, 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
Multi-turn Refinementllm chat instructionnlp11Jun 19, 2026
Belief reasoningllm chat instruction11Mar 26, 2026
Dual-reference generationllm chat instruction11Jun 19, 2026
Role-play dialogue comprehensionllm chat instructionnlp11May 26, 2026
Polish Instruction Followingllm chat instructionnlp11Mar 13, 2026
Multi-discipline Knowledge Evaluationllm chat instructionnlp11May 26, 2026
Digit Spanllm chat instruction11May 26, 2026
Aggregate Cognitive Performancellm chat instruction11May 26, 2026
Harmful question-answeringadversarial safety securityllm chat instruction11Feb 18, 2026
Memory Construction Qualityllm chat instructionnlp11May 26, 2026
Trait-wise Automated Essay Scoringnlpllm chat instruction11May 26, 2026
Language Model Performance Evaluationllm chat instructionnlp11May 26, 2026
Watermarked Text Generationllm chat instructionnlp11May 26, 2026