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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
Context-aware Evaluationllm chat instructionretrieval search rag11Jun 23, 2026
General Task Performancenlpcode developer ai+111Feb 19, 2026
Regional knowledge and conversational settingsllm chat instruction11May 26, 2026
General performance assessmentllm chat instruction11May 26, 2026
Reward-oriented Decodingllm chat instructionnlp11Feb 18, 2026
Human preference evaluation for response qualityllm chat instruction11May 26, 2026
Single-turn child safety evaluationadversarial safety securityllm chat instruction11May 26, 2026
Text-Instruction Video-to-Video (TIV2V)video generation editingllm chat instruction11Mar 26, 2026
Long-context Retrieval-Augmented Generationretrieval search ragllm chat instruction11Jun 23, 2026
Multi-Step Tool Orchestrationagents tool usellm chat instruction11Mar 27, 2026
Conditional Story Generationllm chat instructionnlp11Jun 23, 2026
Role-play dialogue comprehensionllm chat instructionnlp11May 26, 2026
Polish Instruction Followingllm chat instructionnlp11Mar 13, 2026
Multi-discipline Knowledge Evaluationllm chat instructionnlp11May 26, 2026
Digit Spanllm chat instruction11May 26, 2026
Aggregate Cognitive Performancellm chat instruction11May 26, 2026
Harmful question-answeringadversarial safety securityllm chat instruction11Feb 18, 2026
Memory Construction Qualityllm chat instructionnlp11May 26, 2026
Trait-wise Automated Essay Scoringnlpllm chat instruction11May 26, 2026
Language Model Performance Evaluationllm chat instructionnlp11May 26, 2026
Watermarked Text Generationllm chat instructionnlp11May 26, 2026
Environment Alignmentllm chat instruction11Mar 13, 2026
Overall Generation Qualityllm chat instruction11May 26, 2026
Topic Classification and Text Generationnlpllm chat instruction11Feb 18, 2026
Knowledge and Commonsense Reasoningnlpllm chat instruction13Feb 19, 2026