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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
Language model evaluation across subsetsllm chat instructionnlp11Feb 19, 2026
Long-context dialogue evaluationllm chat instruction11Mar 25, 2026
Instruction Satisfactionllm chat instruction11Feb 18, 2026
Code-related memory dialoguecode developer aillm chat instruction11Mar 25, 2026
General multi-turn dialogue evaluationllm chat instruction11Mar 25, 2026
Persona-based memory dialoguellm chat instruction11Mar 25, 2026
Reasoning-based Question Answeringllm chat instructionnlp11Mar 25, 2026
Aggregated Reasoning Evaluationllm chat instruction11Mar 25, 2026
Rational Agreementllm chat instruction11Mar 25, 2026
General MLLM Evaluationmultimodalllm chat instruction11Mar 25, 2026
Vision-Language Conversation and Reasoningmultimodalllm chat instruction11Mar 25, 2026
Text-based reasoningllm chat instruction11Mar 26, 2026
Knowledge & Understandingllm chat instructionnlp11Feb 19, 2026
General Knowledge and Language Understandingllm chat instructionnlp12Apr 2, 2026
Korean LLM Evaluationllm chat instructionnlp11Feb 19, 2026
Evaluation Criterion Generationbio medicalllm chat instruction11Mar 26, 2026
Multi-task Complex Understandingnlpllm chat instruction11Feb 18, 2026
LLM-as-a-Judge Robustness to Adversarial Attacksllm chat instructionadversarial safety security11Feb 19, 2026
Document Writingllm chat instruction11Mar 26, 2026
Language Model Alignmentllm chat instructionadversarial safety security11Mar 26, 2026
Federated Fine-tuningllm chat instruction11Mar 26, 2026
Score-based Alignmentllm chat instruction11Feb 19, 2026
Reasoning and Knowledge Evaluationllm chat instructionnlp11Mar 26, 2026
Coverage-based Alignmentllm chat instructionadversarial safety security11Feb 19, 2026
Task-oriented Dialog Response Generationnlpllm chat instruction11Feb 18, 2026