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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
Memory-augmented Financial Agent Reasoningagents tool usellm chat instruction+111Jun 2, 2026
Arabic Function Callingcode developer aillm chat instruction11Mar 19, 2026
LLM Utility Evaluationllm chat instructionnlp11May 20, 2026
Overton Alignmentllm chat instruction11Feb 19, 2026
Stepwise Confidence Attributionllm chat instruction11May 20, 2026
LLM Rankingllm chat instruction11Jun 2, 2026
Autonomous research pipeline executionagents tool usellm chat instruction11Mar 19, 2026
Aggregate Downstream Performancellm chat instruction11Jun 2, 2026
Scattered Sequence Copyingllm chat instruction11Feb 18, 2026
LLM Multi-Agent high-throughput servingllm chat instructionagents tool use11Jun 4, 2026
Conversational Language Modelingllm chat instruction11Mar 19, 2026
Long-CoT Question Generationllm chat instructionnlp11Feb 19, 2026
Clinical case generationbio medicalllm chat instruction11Mar 10, 2026
Stepwise error detectionnlpllm chat instruction11May 20, 2026
TCM Qualitative Clinical Expert Evaluationbio medicalllm chat instruction11Mar 10, 2026
Difficulty-controllable item generationllm chat instructionnlp11May 20, 2026
Agentic Commerceagents tool usellm chat instruction11May 20, 2026
Difficulty Assessmentllm chat instruction11Feb 19, 2026
Decode-phase efficiency benchmarkingllm chat instruction11Mar 10, 2026
Dialogue Memoryllm chat instructionnlp11May 20, 2026
Prefill Compute Efficiencyllm chat instruction11Mar 11, 2026
Long-context Classificationllm chat instructionnlp11May 20, 2026
Agentic Long-context Reasoningagents tool usellm chat instruction11May 20, 2026
Logical Puzzle Solvingllm chat instructionnlp11May 20, 2026
Preservation of General Capabilitiesllm chat instructionnlp11May 20, 2026