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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
Complex reasoning and knowledge-based question-answeringllm chat instructionnlp11Feb 19, 2026
Human-level Standardized Exam Evaluationllm chat instruction13Apr 30, 2026
Conversation labelingllm chat instructionnlp11Mar 31, 2026
Turn-level correlation with human Overall Quality ratingsllm chat instructionnlp11Feb 18, 2026
Prompt Expansionllm chat instruction11Feb 18, 2026
Many-shot ICL Efficiencyllm chat instruction11Feb 18, 2026
self-affirmationllm chat instruction11Feb 19, 2026
Numerical Anchoring Effect Evaluationllm chat instruction11Mar 31, 2026
Anchoring Effect Evaluationllm chat instruction11Mar 31, 2026
Commonsense Reasoning and Knowledgellm chat instructionnlp11Mar 31, 2026
Story Customizationllm chat instruction11Mar 31, 2026
Interactive Document Generationnlpllm chat instruction11Mar 31, 2026
EM Decision-Making (AJSD)llm chat instruction11Mar 31, 2026
AI Agent Reasoning and Tool-useagents tool usellm chat instruction13Jul 1, 2026
Turn-level dialogue quality evaluation (Understandable)llm chat instructionnlp11Feb 18, 2026
Language Modeling and Zero-shot Reasoningllm chat instructionnlp11Feb 19, 2026
Clinical Diagnosis and Reasoningbio medicalllm chat instruction11Mar 31, 2026
Character Consistencyllm chat instruction12Mar 4, 2026
Repetitionllm chat instruction11Feb 19, 2026
Understanding-Generation Consistencyllm chat instruction11Mar 31, 2026
Multimodal Consistencymultimodalllm chat instruction11Mar 31, 2026
Complex Reasoning and Instruction Followingllm chat instructionnlp11Feb 19, 2026
Language-based Planningagents tool usellm chat instruction11Mar 31, 2026
Scientific Agent Task Completionagents tool usecode developer ai+112Apr 28, 2026
Role-playing Attractivenessllm chat instruction11Feb 18, 2026