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Research

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

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Tasks

TaskDomainBenchmarksPapersLast update
Reply Generation + Tone Adjustmentllm chat instruction11Mar 13, 2026
Research Paper Reasoning and Comprehensionllm chat instructionnlp11May 26, 2026
Language Model Evaluation Suitellm chat instructionnlp11Feb 19, 2026
Multi-turn math reasoningllm chat instructionnlp11May 26, 2026
Mathematical Verificationllm chat instructionnlp11Jun 16, 2026
Adversarial Forgetting Evaluationadversarial safety securityllm chat instruction11Jun 16, 2026
Multi-turn Mathllm chat instructionnlp11May 26, 2026
Speech Generation and Interactionspeech audiollm chat instruction11Feb 19, 2026
In-distribution Tool Useagents tool usellm chat instruction11Mar 13, 2026
LLM Jailbreakadversarial safety securityllm chat instruction11May 26, 2026
Safety intent shiftadversarial safety securityllm chat instruction11Jun 16, 2026
Descriptive Question Answeringretrieval search ragllm chat instruction11Mar 25, 2026
Realworld Chatllm chat instruction11Feb 18, 2026
Persona distribution alignment with human referencesllm chat instructionnlp11Feb 19, 2026
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
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
Long-context language model evaluationllm chat instruction12Apr 13, 2026
Large Language Model Downstream Evaluationllm chat instructionnlp11May 26, 2026