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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
Chat & Instruction Followingllm chat instruction42Jul 7, 2026
Steerability Correlation Analysisllm chat instruction41Apr 20, 2026
Transitive reasoningnlpllm chat instruction41Apr 15, 2026
Tool-use behavioral profilingagents tool usellm chat instruction41Apr 15, 2026
Dialogue Agent Interactionllm chat instructionagents tool use42Mar 4, 2026
Function Vector Evaluationllm chat instruction41Feb 27, 2026
Latent Preference Modelingllm chat instruction41Apr 21, 2026
Response-level Hallucination Detectionretrieval search ragllm chat instruction42Jul 7, 2026
Utility assessmentllm chat instruction44Apr 20, 2026
Long-Horizon Stabilitybio medicalllm chat instruction42May 14, 2026
Variable Trackingllm chat instruction42Mar 12, 2026
Pairwise Evaluationllm chat instruction42Jun 1, 2026
Therapeutic Game Evaluationbio medicalllm chat instruction41Apr 14, 2026
Explanation self-consistencyllm chat instructionnlp41Apr 14, 2026
Long-context Processingllm chat instructionnlp41Feb 27, 2026
LLM Personalizationllm chat instruction42Jun 4, 2026
General Intelligence Evaluationllm chat instruction45May 20, 2026
Output Diversityllm chat instruction44Jun 1, 2026
Disruptionllm chat instruction41Apr 10, 2026
CoT Soundness Evaluationllm chat instruction41Apr 10, 2026
Long-Context Stability & Retrievalllm chat instructionretrieval search rag41Feb 25, 2026
Multi-party Dialogue Generationllm chat instruction41Apr 10, 2026
Information Analysis and Processingretrieval search ragnlp+141Apr 8, 2026
Process Reward Modelingllm chat instruction46Jul 1, 2026
Feedback Evaluation Alignmentllm chat instruction41Feb 18, 2026