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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
Safety alignment against harmful fine-tuningadversarial safety securityllm chat instruction11May 26, 2026
Fine-tuning Accuracyllm chat instruction11May 26, 2026
Zero-Shot Generalist Tool Useagents tool usellm chat instruction11Mar 13, 2026
Model Merging for Safety and Utilityadversarial safety securityllm chat instruction11May 26, 2026
Safety Boundary Over-Refusaladversarial safety securityllm chat instruction11May 26, 2026
Long-form generation hallucination evaluationllm chat instructionnlp11May 26, 2026
Physical Reasoning and Instruction Followingrobotics embodied aillm chat instruction11Jun 16, 2026
Checkpoint Selectioncode developer aillm chat instruction11Mar 25, 2026
Multi-Dimensional Reasoning Quality Evaluationllm chat instructionnlp11May 26, 2026
Multimodal Task Orchestration and Question Answeringmultimodalllm chat instruction11Mar 13, 2026
Robust reasoningllm chat instructionnlp11May 26, 2026
State Updatingllm chat instruction11Jun 17, 2026
Code-related memory dialoguecode developer aillm chat instruction11Mar 25, 2026
Long-context language model evaluationllm chat instruction12Apr 13, 2026
Large Language Model Downstream Evaluationllm chat instructionnlp11May 26, 2026
Multi-turn conversational qualityllm chat instruction11May 26, 2026
Writing capabilitiesllm chat instruction11May 26, 2026
Service and Safety Evaluationadversarial safety securityllm chat instruction11May 26, 2026
Memorized Content Extractionllm chat instruction11Mar 13, 2026
Online Customer Supportllm chat instructionnlp11May 26, 2026
LLM Workflow Optimizationllm chat instructionnlp11Feb 18, 2026
Online Livestream Interactionllm chat instruction11May 26, 2026
Disagreement Handlingllm chat instruction11Mar 13, 2026
Mathematical Reasoning Repairllm chat instructionnlp11May 26, 2026
Routine Task Managementagents tool usellm chat instruction11Mar 13, 2026