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Research

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Explore the problems researchers are working on and the benchmarks used to measure progress.

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Tasks

TaskDomainBenchmarksPapersLast update
CBT skill scoringnlpllm chat instruction11Mar 20, 2026
Helpfulness, Honesty, and Harmlessness Alignment Evaluationllm chat instructionadversarial safety security11Feb 18, 2026
Multi-source Answer Generationretrieval search ragllm chat instruction11Mar 20, 2026
Dialogic Deference Evaluationllm chat instructionnlp11Feb 19, 2026
Long-context retrieval and synthetic reasoningretrieval search ragllm chat instruction12Mar 24, 2026
Large Language Model Alignmentllm chat instruction11Mar 20, 2026
Professional-level Knowledge Acquisitionllm chat instruction11Mar 20, 2026
Expert-level Understandingllm chat instruction11Mar 20, 2026
Mental Healthcare Support Response Evaluationllm chat instructionnlp+111Feb 19, 2026
Deductive Video Reasoningcomputer visionllm chat instruction11Mar 20, 2026
Underspecified Promptingllm chat instruction11Mar 20, 2026
Persona-driven decision-makingllm chat instructionnlp11Feb 19, 2026
Instructional Dialogue Evaluationllm chat instruction11Mar 20, 2026
Free-format Multimodal Hallucination Assessmentmultimodalllm chat instruction11Feb 18, 2026
Psychological Simulation Evaluationllm chat instructionnlp11Feb 19, 2026
Visual Sudokucomputer visionllm chat instruction11Mar 20, 2026
LLM Downstream Evaluationllm chat instructionnlp11Feb 18, 2026
MI dialogue generationllm chat instructionnlp11Feb 19, 2026
Function Additioncode developer aillm chat instruction11Mar 20, 2026
Long-context multimodal evaluationmultimodalllm chat instruction11Feb 18, 2026
Decision-Making Bias Evaluationllm chat instruction11Mar 20, 2026
General Science Reasoningllm chat instruction11Mar 20, 2026
Context-faithful Multi-hop Reasoningnlpllm chat instruction11Feb 18, 2026
Aggregate Reasoningllm chat instruction11Mar 20, 2026
Multi-Turn User Simulationllm chat instruction11Mar 20, 2026