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Research

Tasks

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

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Tasks

TaskDomainBenchmarksPapersLast update
Long-form generationllm chat instructionnlp2513Jun 9, 2026
Negotiationllm chat instructionnlp259Jul 8, 2026
Geometric Reasoning3d vision geometryllm chat instruction2522Jun 25, 2026
LLM Unlearningllm chat instructionadversarial safety security2515Jun 16, 2026
Dialoguellm chat instructionnlp2421Jul 7, 2026
Multilingual Mathematical Reasoningnlpllm chat instruction2431Jul 2, 2026
Prompt Classificationadversarial safety securityllm chat instruction237Jul 8, 2026
Generative Question Answeringnlpllm chat instruction2315Jun 11, 2026
Cultural safety evaluationadversarial safety securityllm chat instruction231Mar 10, 2026
Malicious Prompt Detectionadversarial safety securityllm chat instruction237Jul 7, 2026
Knowledge-intensive reasoningnlpllm chat instruction2218Jul 2, 2026
Long-context retrieval and reasoningretrieval search ragllm chat instruction2219Jul 1, 2026
Hallucination Mitigationllm chat instruction2216Jun 16, 2026
General AI Assistant Tasksllm chat instructionagents tool use+32230Jul 1, 2026
Role-playingllm chat instruction2211Jun 26, 2026
LLM-generated content detectionllm chat instruction213Jul 7, 2026
Over-refusal evaluationllm chat instructionadversarial safety security2118Jul 3, 2026
World Knowledgellm chat instruction2111Jun 19, 2026
Truthfulnessllm chat instruction2034Jul 2, 2026
Insight-level Evaluationllm chat instruction201Apr 23, 2026
Fine-tuningllm chat instruction209Jul 7, 2026
Language Model Evaluationllm chat instructionnlp1921Jul 2, 2026
Associative Recallllm chat instruction196Jun 16, 2026
Preference Learningllm chat instruction196Apr 14, 2026
Dialogue Quality Evaluationllm chat instructionnlp193Jun 15, 2026