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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
Autoformalization and Provingcode developer aillm chat instruction21Mar 23, 2026
Alignment Reward Evaluationllm chat instructionadversarial safety security21Mar 24, 2026
Scientific Review Feedback Generationllm chat instructionnlp21Mar 11, 2026
Reward Scoringllm chat instruction22Apr 6, 2026
Prefill-stage hallucination risk detectionllm chat instruction21Mar 23, 2026
Prompt Hygiene Evaluationllm chat instructionadversarial safety security21Mar 23, 2026
Long-term preference alignmentllm chat instruction21Mar 27, 2026
High-level instruction executionagents tool usellm chat instruction21Mar 24, 2026
Multilingual Reward Modelingllm chat instructionnlp21Mar 12, 2026
Multi-modal Dialoguemultimodalllm chat instruction21Mar 12, 2026
Helpfulness Assessmentllm chat instruction22May 8, 2026
Video Preference Evaluationvideo generation editingllm chat instruction22Apr 14, 2026
Chat Performancellm chat instruction21Mar 12, 2026
Large Language Model Debiasingllm chat instructionadversarial safety security21Mar 20, 2026
LLM Agent Task Completionagents tool usellm chat instruction22Jun 4, 2026
Conflict Measurementllm chat instruction21Mar 20, 2026
Rationale Faithfulness Evaluationnlpllm chat instruction22May 12, 2026
Multi-discipline Understandingmultimodalllm chat instruction24May 14, 2026
Context Managementllm chat instruction22Jul 2, 2026
Audio Instruction Followingspeech audiollm chat instruction22May 20, 2026
Shot-Language Understandingnlpllm chat instruction21Mar 20, 2026
Web-based Reasoningagents tool usellm chat instruction22Jun 18, 2026
Social Norm Dialogue Generationllm chat instruction21Mar 13, 2026
Zero-shot Reasoning and Knowledgellm chat instructionnlp22Apr 14, 2026
Knowledge-focused evaluationllm chat instructionnlp21Feb 19, 2026