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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
Interactive Video Feedback Generationvideo generation editingllm chat instruction11Apr 14, 2026
Semi-supervised response generationllm chat instruction11Feb 18, 2026
Long text-to-video generationvideo generation editingllm chat instruction11Feb 20, 2026
Federated Multiple Client Unlearningadversarial safety securityllm chat instruction11Apr 14, 2026
Question Answering Generationnlpllm chat instruction11Apr 14, 2026
Multi-step Reasoning Question Answeringllm chat instructionnlp11Apr 14, 2026
Prompt-heavy Aggregate Performance Evaluationllm chat instructionnlp11Apr 14, 2026
General Assistantllm chat instructionagents tool use11Apr 14, 2026
Knowledge Tracing Report Quality Evaluationllm chat instructionnlp11Apr 14, 2026
Knowledge-intensive tasksllm chat instructionretrieval search rag11Apr 14, 2026
Pairwise human preferencellm chat instruction11Feb 20, 2026
Speech Role-Playingspeech audiollm chat instruction11Apr 14, 2026
Dialogue Machine Reading Comprehensionnlpllm chat instruction11Feb 18, 2026
Conversational VQAmultimodalllm chat instruction11Feb 18, 2026
Preference Optimization Evaluationllm chat instruction11Apr 14, 2026
Medical Diagnosis and Reasoningbio medicalllm chat instruction11Apr 14, 2026
Multimodal Conversation Generationmultimodalllm chat instruction11Feb 18, 2026
Memory Imitationllm chat instruction11Feb 20, 2026
Medical Diagnostic Reasoningbio medicalllm chat instruction11Apr 14, 2026
Multimodal Dialoguellm chat instructionmultimodal11Feb 18, 2026
Real-life Chat LLM Evaluationllm chat instruction11Feb 18, 2026
Generative agent simulation environment constructionagents tool usellm chat instruction11Feb 20, 2026
Four-domain mathematical reasoningllm chat instruction11Apr 14, 2026
Empathetic Response Abilityllm chat instruction11Apr 14, 2026
Perceived Creativity Supportllm chat instruction11Feb 20, 2026