Research

Tasks

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

4,899 tasksPage 163 of 196

Task	Domain	Benchmarks	Papers	Last update
Compound LLM Collaboration	llm chat instructionagents tool use	1	1	Mar 9, 2026
Intra-shot prompt-following alignment	llm chat instruction	1	1	May 15, 2026
Compound AI System Alignment	llm chat instructionadversarial safety security	1	1	Mar 9, 2026
Persona-grounded Dialogue	llm chat instructionnlp	1	1	Feb 18, 2026
Compound LLM Collaboration System	llm chat instruction	1	1	Mar 9, 2026
AI Interruption Detection	llm chat instruction	1	1	May 18, 2026
HR Scenario Completion and Governance	llm chat instruction	1	1	May 18, 2026
Reasoning and Math Problem Solving	llm chat instructionnlp	1	1	Feb 18, 2026
Citation	retrieval search ragllm chat instruction	1	1	May 18, 2026
Zero-shot Task Accuracy	nlpllm chat instruction	1	1	Mar 9, 2026
LLM Behavior	llm chat instruction	1	1	May 18, 2026
Large Language Model Pre-training	llm chat instruction	1	1	Mar 9, 2026
Kernel-level Attention Speed and Memory Analysis	llm chat instruction	1	1	May 18, 2026
RL Training	llm chat instruction	1	1	May 18, 2026
GRPO Training	llm chat instruction	1	1	May 18, 2026
Counseling Quality	llm chat instructionnlp	1	1	Feb 18, 2026
E-commerce Shopping Assistance	llm chat instructionretrieval search rag	1	1	Mar 9, 2026
General Multitask Evaluation	llm chat instructioncode developer ai+1	1	1	May 18, 2026
Multi-perspective Alignment	llm chat instruction	1	1	Mar 9, 2026
Multi-task Reasoning and Efficiency	llm chat instructioncode developer ai+1	1	1	May 18, 2026
Prompt Authoring	agents tool usellm chat instruction	1	1	May 18, 2026
Social agent strategy optimization	agents tool usellm chat instruction	1	1	May 18, 2026
Generative Modeling Efficiency	image generation editingvideo generation editing+14	1	1	May 18, 2026
Emotional Support Conversation Generation	llm chat instructionnlp	1	1	Feb 18, 2026
Question Answering Correctness	nlpllm chat instruction	1	1	Feb 18, 2026