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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
Tool-use AI Assistantagents tool usellm chat instruction11Mar 11, 2026
Qualitative evaluation of conversational responsesllm chat instruction11May 22, 2026
Reasoning and Multitask Language Understandingllm chat instructionnlp11Feb 19, 2026
Review Feedback Generationllm chat instructionnlp11Mar 11, 2026
Conversational Banditllm chat instructionnlp11May 22, 2026
Multilingual Diagnostic Report Generationnlpllm chat instruction11Jun 8, 2026
Arithmetic Problem Solvingllm chat instructionnlp12Feb 19, 2026
Dynamic Retrieval-Augmented Generationretrieval search ragbio medical+111May 22, 2026
Multi-party cognitive stimulation dialoguellm chat instructionnlp11Mar 12, 2026
Stage-wise response generationllm chat instruction11May 22, 2026
Cross-session memory recallllm chat instructionnlp11May 22, 2026
Safety Jailbreak Evaluationadversarial safety securityllm chat instruction11Mar 12, 2026
Story-driven Video Generationvideo generation editingllm chat instruction11May 22, 2026
Reasoning chain attributionllm chat instructionnlp11Feb 18, 2026
Judge Evaluationllm chat instruction11Mar 12, 2026
Pretrainingllm chat instruction11May 22, 2026
Multilingual Causal Reasoningnlpllm chat instruction11May 22, 2026
Math Reasoning (coding tools)llm chat instructionagents tool use+111Feb 19, 2026
Chat Dialogue Evaluationllm chat instruction11May 22, 2026
Text-based Science Simulationllm chat instruction11May 25, 2026
Language Modeling and Zero-shot Multiple-Choice Reasoningllm chat instructionnlp11May 25, 2026
LLM hierarchy attributioncode developer aillm chat instruction11May 25, 2026
Domain Knowledge Estimationllm chat instruction11May 25, 2026
Alignment-diversity coveragellm chat instruction11May 25, 2026
Truthfulness Steeringllm chat instructionnlp12May 29, 2026