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Explore the problems researchers are working on and the benchmarks used to measure progress.

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Tasks

TaskDomainBenchmarksPapersLast update
Alignment Evaluationllm chat instructionadversarial safety security87Jun 2, 2026
Last-word predictionnlpllm chat instruction83Jun 16, 2026
General LLM Evaluationllm chat instructionnlp88May 28, 2026
Advanced Reasoningllm chat instruction82Apr 10, 2026
Lifelong Knowledge Editingllm chat instructionnlp83Feb 19, 2026
Output Length Predictionllm chat instructionnlp82Apr 10, 2026
Answer Verificationnlpllm chat instruction82Mar 18, 2026
LLM fingerprintingllm chat instruction81Apr 15, 2026
Multi-turn task completionagents tool usellm chat instruction81Apr 10, 2026
Response Qualityllm chat instruction82Apr 15, 2026
Concept Identifiabilityllm chat instructionnlp81Mar 4, 2026
Conversationllm chat instructionnlp89Jun 2, 2026
Multi-path speculative decodingllm chat instruction81Feb 22, 2026
Task-Focused Dialoguellm chat instructionnlp81Feb 22, 2026
Input Moderationadversarial safety securityllm chat instruction84Jun 2, 2026
General Knowledge Question Answeringllm chat instructionnlp812Jun 11, 2026
Chatbot Evaluationllm chat instruction86May 22, 2026
Global resource management and long-term strategic planningagents tool usellm chat instruction81Mar 26, 2026
Character Relationship Network Updatingllm chat instructionagents tool use81Apr 15, 2026
Conversational Memory Retrievalretrieval search ragllm chat instruction83Jun 11, 2026
General Language Evaluationnlpllm chat instruction89May 19, 2026
Multi-turn interaction accuracyllm chat instruction81Feb 18, 2026
Feedback Evaluationllm chat instruction83Mar 13, 2026
Deep Research Report Generationllm chat instructionnlp812Jun 16, 2026
Factual Reasoningllm chat instruction73Jun 23, 2026