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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
Preference-aware Image Generationimage generation editingllm chat instruction11Mar 24, 2026
Efficient Fine-tuningllm chat instruction11Mar 24, 2026
Long-context understanding and generationllm chat instruction11Mar 24, 2026
Knowledge Model Editingnlpllm chat instruction11Mar 24, 2026
Multi-agent discussion attackadversarial safety securityllm chat instruction11Mar 24, 2026
Dialectal Bias Evaluationnlpllm chat instruction11Mar 24, 2026
Dialogue Session Performance Analysisllm chat instructionretrieval search rag11Mar 24, 2026
Science and Knowledge Question Answeringnlpllm chat instruction11Mar 24, 2026
Commonsense and Language Reasoningnlpllm chat instruction11Mar 24, 2026
Mathematical and Quantitative Reasoningllm chat instruction11Mar 24, 2026
Multi-session collaborationllm chat instruction11Mar 24, 2026
Negotiation Dialoguellm chat instruction11Mar 24, 2026
Long-Context Mathematical Reasoningllm chat instructionnlp11Mar 24, 2026
NLU and Question Answeringnlpllm chat instruction11Mar 24, 2026
Algorithm Recommendationretrieval search ragllm chat instruction11Mar 24, 2026
Virtual Standardized Patient Simulationllm chat instructionbio medical11Mar 24, 2026
Multiple-choice Question Reasoningllm chat instructionnlp11Mar 24, 2026
Aggregate Reasoning Performancellm chat instruction11Mar 24, 2026
Structured-based Jailbreak Attack Defenseadversarial safety securityllm chat instruction11Mar 24, 2026
Perturbation-based Jailbreak Attack Defenseadversarial safety securityllm chat instruction11Mar 24, 2026
Text-only Jailbreak Attack Defenseadversarial safety securityllm chat instruction11Mar 24, 2026
LLM Pacingllm chat instruction11Mar 25, 2026
Self-talk Generationllm chat instruction00Feb 18, 2026
Image-grounded Dialoguemultimodalllm chat instruction00Feb 25, 2026