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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
Social Reasoningllm chat instructionnlp188Jun 18, 2026
General Evaluationllm chat instruction1822Jul 7, 2026
Long-context generationllm chat instruction186Jun 25, 2026
Downstream Performance Predictionllm chat instructionnlp183May 14, 2026
General Knowledge Reasoningllm chat instructionnlp1828Jul 8, 2026
LLM Decodingllm chat instruction188Jun 4, 2026
LLM Evaluationllm chat instruction1715Jul 7, 2026
In-Context Learningllm chat instructionnlp178Jul 3, 2026
Truthfulness Evaluationllm chat instructionnlp1732Jun 11, 2026
Conversational Response Generationllm chat instructionnlp179May 18, 2026
Visual Instruction Followingmultimodalllm chat instruction1717Jun 19, 2026
LTL Instruction Followingllm chat instructionagents tool use+1172Feb 27, 2026
Knowledge Probingnlpllm chat instruction1711Jun 5, 2026
Math problem solvingllm chat instructionnlp1718Jun 26, 2026
Language Understanding and Reasoningnlpllm chat instruction1617Jun 29, 2026
Hallucination Predictionllm chat instructionnlp164Jun 2, 2026
Value Alignmentllm chat instructionadversarial safety security167May 27, 2026
Personalized Reward Modelingllm chat instruction165Jun 9, 2026
Large Language Model Inferencellm chat instructioncode developer ai1614Jun 23, 2026
Multi-turn conversationllm chat instruction1627Jun 11, 2026
Watermarking Robustness (Translation Attack)adversarial safety securityllm chat instruction161Mar 26, 2026
Reward Model Evaluationllm chat instruction1612Jun 26, 2026
Human preference predictionllm chat instruction1514May 26, 2026
Personalized Generationllm chat instruction157May 27, 2026
General Knowledge Evaluationllm chat instructionnlp1528Jun 25, 2026