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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
LLM Routingllm chat instructionnlp6519Jun 5, 2026
Zero-shot Evaluationnlpllm chat instruction6380Jul 9, 2026
Preference Alignmentllm chat instructionadversarial safety security6132Jul 7, 2026
Generationllm chat instruction5632Jun 29, 2026
Open-ended generationllm chat instruction5644Jul 7, 2026
Multi-hop Reasoningnlpllm chat instruction5444Jun 30, 2026
Model Editingllm chat instructionnlp5320Jun 18, 2026
Dialogue Response Generationllm chat instructionnlp5324Jun 15, 2026
Response Generationllm chat instructionnlp4943Jun 12, 2026
LLM Inferencellm chat instruction4922Jun 29, 2026
Conversational Question Answeringnlpllm chat instruction4834Jun 29, 2026
General Knowledgellm chat instruction4785Jul 8, 2026
Instruction-based Image Editingimage generation editingllm chat instruction4727Jun 11, 2026
Model Routingllm chat instructionnlp4712Jun 30, 2026
LLM Alignmentllm chat instructionadversarial safety security4226Jun 11, 2026
Creative Writingllm chat instruction4135Jun 25, 2026
Factuality Evaluationllm chat instructionnlp4133Jun 23, 2026
Long-context evaluationllm chat instruction3844Jul 9, 2026
Long-form Question Answeringllm chat instructionnlp3828Jul 7, 2026
Complex Reasoningllm chat instructionnlp3833Jul 7, 2026
Long-context language modelingllm chat instructionnlp3861Jul 2, 2026
Math Word Problem Solvingllm chat instructionnlp3746Jul 1, 2026
Jailbreakadversarial safety securityllm chat instruction3726Jun 11, 2026
Zero-shot Reasoningllm chat instructionnlp3751Jul 7, 2026
Dialogue Evaluationllm chat instructionnlp3720Jul 7, 2026