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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
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
Counselor performance expert evaluationllm chat instructionnlp11Feb 18, 2026
Memory-Augmented Dialoguellm chat instructionnlp12Feb 22, 2026
Text-only Jailbreak Attack Defenseadversarial safety securityllm chat instruction11Mar 24, 2026
Reasoning Qualityllm chat instruction11Feb 18, 2026
Personalized Dialogue Response Generationllm chat instructionnlp11Feb 19, 2026
LLM Pacingllm chat instruction11Mar 25, 2026
Community Alignmentllm chat instruction11Feb 19, 2026
Patient profile simulation human evaluationbio medicalllm chat instruction11Mar 25, 2026
Speech Generation and Interactionspeech audiollm chat instruction11Feb 19, 2026
Question Answering Feedback Generationllm chat instructionnlp11Feb 18, 2026
Descriptive Question Answeringretrieval search ragllm chat instruction11Mar 25, 2026
General Knowledge Examinationllm chat instruction11Feb 19, 2026
Refusal Ablation and Jailbreak Attack Successadversarial safety securityllm chat instruction11Mar 25, 2026
Loneliness Mitigationllm chat instruction11Mar 25, 2026
Human Expert Alignmentllm chat instruction11Feb 19, 2026
Loneliness Simulationllm chat instruction11Mar 25, 2026
Dialogue Utterance Re-rankingllm chat instructionnlp11Feb 19, 2026
Long-horizon language-conditioned policy learningrobotics embodied aillm chat instruction11Mar 25, 2026
Dialogue Style Evaluationllm chat instruction11Mar 25, 2026
Refusal behavior defenseadversarial safety securityllm chat instruction11Feb 19, 2026
SAE Feature Explanation Evaluationcomputer visionllm chat instruction11Mar 25, 2026
Checkpoint Selectioncode developer aillm chat instruction11Mar 25, 2026