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Tasks

TaskDomainBenchmarksPapersLast update
Proactive dialoguellm chat instruction53Jun 15, 2026
Qualitative Evaluation of Stance Distribution and Argument Organizationnlpllm chat instruction51Apr 21, 2026
Comprehension Questionsllm chat instructionnlp51Apr 21, 2026
Pairwise Preference Evaluationllm chat instruction54Jun 25, 2026
Human-Metric Correlationllm chat instruction51Feb 19, 2026
Simple Instruction Followingllm chat instructionrobotics embodied ai51Feb 18, 2026
Reward alignmentllm chat instruction53Jul 7, 2026
Semantic Instruction Followingrobotics embodied aillm chat instruction51Feb 18, 2026
Problem-Solvingllm chat instructionnlp56Jun 23, 2026
Dialogue Modelingllm chat instructionnlp53Jun 15, 2026
Long-Context Inferencellm chat instruction52Jun 4, 2026
Tool Invocation Refusalagents tool usellm chat instruction51Apr 14, 2026
Sequential Composition Generalizationllm chat instruction51Apr 14, 2026
Lifelong Model Editingllm chat instruction52May 13, 2026
Legal Contract Revisionnlpllm chat instruction51Apr 14, 2026
Math and Text Reasoningllm chat instructionnlp51Feb 18, 2026
Hallucination Robustnessllm chat instructionnlp56Jun 19, 2026
LLM Filteringllm chat instruction51Feb 24, 2026
Experience Reuseagents tool usellm chat instruction51Feb 22, 2026
Process-level Evaluationllm chat instruction51Apr 14, 2026
LLM Generationllm chat instruction54Feb 22, 2026
Language Reasoningllm chat instructionnlp57Jun 19, 2026
Zero-shot language evaluationllm chat instructionnlp55Jun 17, 2026
Over-refusalllm chat instructionadversarial safety security517Jun 25, 2026
Hallucination Rate Assessmentllm chat instruction51Apr 13, 2026