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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
LLM-as-a-Judge Robustnessllm chat instructionadversarial safety security21Feb 19, 2026
Latent multi-hop reasoningnlpllm chat instruction21Feb 19, 2026
Answeringretrieval search ragllm chat instruction21Feb 18, 2026
Graduate-level Q&Allm chat instruction22Apr 30, 2026
Complex retrieval and positional sortingretrieval search ragllm chat instruction21Feb 19, 2026
Free-language reasoningllm chat instructionrobotics embodied ai21Apr 10, 2026
Long Story Evaluationllm chat instruction21Feb 19, 2026
Robot Failure Analysis (MCQ)robotics embodied aillm chat instruction21Apr 10, 2026
Multi-turn Editingllm chat instructionnlp22May 1, 2026
Tool-Calling and Answer Generationagents tool usellm chat instruction21Feb 19, 2026
Sales interaction performancellm chat instruction21Apr 10, 2026
Agent Routingagents tool usellm chat instruction22Jun 15, 2026
Self-doubt detectionllm chat instruction21Apr 9, 2026
Construct Validity Verificationllm chat instruction21Apr 9, 2026
Helpfulness alignmentllm chat instruction22May 19, 2026
Citation-augmented Question Answeringretrieval search ragllm chat instruction21Feb 27, 2026
General Agent Capabilityagents tool usellm chat instruction22Apr 16, 2026
Harmful Question Forgettingadversarial safety securityllm chat instruction21Apr 8, 2026
Fluency Evaluationllm chat instruction22Mar 4, 2026
Pun Explanationnlpllm chat instruction21Apr 8, 2026
Evaluator Accuracyllm chat instruction22Apr 7, 2026
Personality Recoverynlpllm chat instruction21Apr 8, 2026
Human-Human Interactionllm chat instruction22Apr 2, 2026
Language Modeling and Question Answeringnlpllm chat instruction22Feb 24, 2026
Concept Forgettingllm chat instruction21Apr 8, 2026