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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
Long-Horizonllm chat instruction11Jun 12, 2026
Prompt Steeringllm chat instruction11Feb 19, 2026
Multi-Turn Sessionllm chat instructionnlp11May 26, 2026
Method ranking self-consistencyllm chat instructionnlp11Mar 12, 2026
General-domain Persuasion Robustnessadversarial safety securityllm chat instruction11May 26, 2026
Science and Knowledge Question Answeringnlpllm chat instruction11Mar 24, 2026
Multi-level multi-discipline evaluationllm chat instructionnlp12Feb 18, 2026
Logical Reasoning Reliability Evaluationllm chat instructionnlp11May 26, 2026
Human consistency correlationllm chat instructionnlp11Mar 12, 2026
Logic Consistency Evaluationllm chat instructionnlp11May 26, 2026
Open-ended Information Seekingretrieval search ragllm chat instruction11Feb 19, 2026
Long-text Question Answeringretrieval search ragllm chat instruction11Mar 13, 2026
Subjective evaluation of research ideasllm chat instruction11May 26, 2026
Sparse Decoding (MHA)llm chat instruction11May 26, 2026
Conciseness human alignment evaluationllm chat instruction11Mar 13, 2026
Sparse Decode Performancellm chat instruction11May 26, 2026
Open-ended task evaluationllm chat instruction11Feb 19, 2026
LLM behavior monitoringllm chat instructionadversarial safety security11May 26, 2026
Interactive Deep Researchllm chat instructionretrieval search rag11May 26, 2026
Text-to-image reward alignmentimage generation editingllm chat instruction11Mar 13, 2026
Persona Drift Measurementllm chat instruction11May 26, 2026
Challenging Cases Understandingllm chat instruction11Feb 18, 2026
STEM Problem Solvingnlpllm chat instruction11Feb 19, 2026
GameCWM Generationllm chat instruction11May 26, 2026
Reply Generation + Tone Adjustmentllm chat instruction11Mar 13, 2026