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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
Response style evaluationllm chat instruction11Mar 12, 2026
Agent preference predictionagents tool usellm chat instruction11May 25, 2026
Counterfactual sensitivityllm chat instruction11Jun 11, 2026
Chat Preferencellm chat instruction12Mar 4, 2026
Alignment Preference Selectionllm chat instruction11May 25, 2026
Proxy Consistency Evaluationllm chat instructionnlp11Feb 19, 2026
Reasoning Token Consumption Analysisllm chat instructionnlp11Mar 12, 2026
Standardized Exam Reasoningllm chat instruction11May 25, 2026
Factual Knowledge Editingllm chat instructionnlp11Mar 12, 2026
Multi-Domain Language Modeling and Reasoningnlpcode developer ai+111Feb 19, 2026
Pronoun Steeringllm chat instructionnlp11Mar 12, 2026
Commonsense and Logical Reasoningnlpllm chat instruction11May 26, 2026
Knowledge Model Editingnlpllm chat instruction11Mar 24, 2026
Response Safety Alignmentadversarial safety securityllm chat instruction11Jun 11, 2026
Talking to Othersllm chat instruction11May 26, 2026
Multi-Turn Sessionllm chat instructionnlp11May 26, 2026
Method ranking self-consistencyllm chat instructionnlp11Mar 12, 2026
General-domain Persuasion Robustnessadversarial safety securityllm chat instruction11May 26, 2026
Logical Reasoning Reliability Evaluationllm chat instructionnlp11May 26, 2026
Human consistency correlationllm chat instructionnlp11Mar 12, 2026
Logic Consistency Evaluationllm chat instructionnlp11May 26, 2026
Open-ended Information Seekingretrieval search ragllm chat instruction11Feb 19, 2026
Long-text Question Answeringretrieval search ragllm chat instruction11Mar 13, 2026
Subjective evaluation of research ideasllm chat instruction11May 26, 2026
Sparse Decoding (MHA)llm chat instruction11May 26, 2026