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Tasks

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

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Tasks

TaskDomainBenchmarksPapersLast update
Empathetic Dialogue Response Generationllm chat instructionnlp11Feb 21, 2026
Empathy-oriented Speech-to-Speech Dialoguespeech audiollm chat instruction11Feb 21, 2026
Language Tutoringllm chat instructionnlp11Apr 24, 2026
General Multitask Language Understandingllm chat instructionnlp11Apr 24, 2026
Contradictory-style Generationllm chat instruction11Feb 21, 2026
Comparative Analysis of System Dimensionsagents tool usellm chat instruction11Apr 24, 2026
Speech Reasoning and Response Generationspeech audionlp+111Feb 21, 2026
Get organizedllm chat instruction11Apr 24, 2026
General Knowledge Retentionllm chat instruction11Apr 24, 2026
Storyline Generationllm chat instruction11Apr 24, 2026
Behavioral Similarity Analysisllm chat instruction11Apr 24, 2026
Question Answering Critique and Refinementnlpllm chat instruction11Feb 18, 2026
LLM evaluation correctnessllm chat instruction11Apr 24, 2026
LLM evaluation human preferencellm chat instruction11Apr 24, 2026
Hard LLM Reasoningllm chat instructionnlp11Feb 18, 2026
Calendar Schedulingagents tool usellm chat instruction11Feb 21, 2026
LLM win-rate estimation rankingllm chat instruction11Apr 24, 2026
Criteria Alignmentllm chat instruction11Apr 24, 2026
In-Context Referencellm chat instruction11Apr 24, 2026
Open-Ended Professional Tasksllm chat instruction11Feb 18, 2026
Mathematical logic sequence modelingnlpllm chat instruction11Apr 24, 2026
Long-context Variable Trackingllm chat instructionnlp11Apr 24, 2026
Reasoning and Actingagents tool usellm chat instruction11Feb 21, 2026
LLM Attack Effectiveness Evaluationadversarial safety securityllm chat instruction11Apr 24, 2026
Robotic Manipulation Reasoningrobotics embodied aillm chat instruction12Jul 3, 2026