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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
Continual Robot Manipulationrobotics embodied aillm chat instruction22Jun 26, 2026
Multi-modal Response Generationmultimodalllm chat instruction21Feb 18, 2026
Counseling Response Generationllm chat instructionnlp11Feb 19, 2026
Next Instruction Predictionllm chat instruction11Mar 17, 2026
Previous Instruction Predictionllm chat instruction11Mar 17, 2026
Exploratory Counselingllm chat instructionnlp11Feb 19, 2026
Stepwise Medical Reasoningbio medicalllm chat instruction11Mar 17, 2026
Spoken Dialogue System (SDS) Semantic Quality Evaluationnlpllm chat instruction11Feb 19, 2026
Downstream Language Understanding and Reasoningnlpllm chat instruction11Mar 17, 2026
In-Context Learning Aggregate Evaluationllm chat instruction11Mar 17, 2026
Averaged Performance across five downstream tasksllm chat instructionnlp11Feb 19, 2026
Function-style In-Context Learning Probesllm chat instruction11Mar 17, 2026
In-Context Learning Aggregate Evaluation for Probesllm chat instruction11Mar 17, 2026
Preference Bias Mitigationllm chat instructionadversarial safety security11Feb 18, 2026
Multilingual Reasoning and General Knowledgellm chat instructionnlp11Feb 19, 2026
Deferral-adviceadversarial safety securityllm chat instruction11Mar 17, 2026
Dialog Reasoningllm chat instructionnlp11Feb 18, 2026
Technical problem-solvingllm chat instruction11Feb 19, 2026
Narrative Generation Evaluationllm chat instruction11Mar 17, 2026
Long-context language tasks (MC, QA, Sum)llm chat instructionnlp11Feb 19, 2026
Long-context evaluation (Financial)llm chat instructionnlp11Feb 19, 2026
Conformal Routing Safety Controladversarial safety securityllm chat instruction11Mar 17, 2026
Moral foundation coefficient comparison in sacrificial judgmentsllm chat instructionnlp11Feb 19, 2026
Spoken Scientific Reasoningspeech audionlp+111Mar 17, 2026
Abstract and compositional reasoningllm chat instruction11Mar 17, 2026