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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
Multi-agent aggregationagents tool usellm chat instruction11Mar 24, 2026
Multi-turn Dialogue Processingllm chat instructionnlp11Jun 11, 2026
Dialogue Diversity Evaluationllm chat instructionnlp11Feb 19, 2026
Fair personalized persuasive generationllm chat instructionnlp11Jun 11, 2026
Longform generation of biographiesllm chat instructionnlp11Feb 18, 2026
Profile Adherencellm chat instructionnlp11Feb 19, 2026
Helpful and Harmless Preference Reasoningllm chat instructionadversarial safety security11Mar 24, 2026
Conflict-resolution quality evaluationllm chat instructionnlp11Mar 12, 2026
Open-ended Health Reasoningbio medicalllm chat instruction11May 25, 2026
Aggregate General Performancellm chat instruction11May 25, 2026
Identity Internalizationllm chat instruction11May 25, 2026
Watermark Embeddingllm chat instruction11May 25, 2026
Long-context Factuality Evaluationllm chat instructionnlp11Feb 18, 2026
Response style evaluationllm chat instruction11Mar 12, 2026
Agent preference predictionagents tool usellm chat instruction11May 25, 2026
Alignment Preference Selectionllm chat instruction11May 25, 2026
Proxy Consistency Evaluationllm chat instructionnlp11Feb 19, 2026
Reasoning Token Consumption Analysisllm chat instructionnlp11Mar 12, 2026
Standardized Exam Reasoningllm chat instruction11May 25, 2026
Factual Knowledge Editingllm chat instructionnlp11Mar 12, 2026
Multi-Domain Language Modeling and Reasoningnlpcode developer ai+111Feb 19, 2026
Pronoun Steeringllm chat instructionnlp11Mar 12, 2026
Commonsense and Logical Reasoningnlpllm chat instruction11May 26, 2026
Talking to Othersllm chat instruction11May 26, 2026
Multi-Turn Sessionllm chat instructionnlp11May 26, 2026