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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
Large Language Model Servingllm chat instruction11Apr 21, 2026
Academic Reasoningllm chat instructionnlp11Feb 21, 2026
Mental Health Safety Evaluationadversarial safety securityllm chat instruction11Apr 21, 2026
Spoken Intelligence Evaluationspeech audiollm chat instruction11Feb 18, 2026
Sarcasm Explanation in Dialoguenlpllm chat instruction11Feb 18, 2026
Few-shot personalization and encoder-based methods evaluationretrieval search ragllm chat instruction11Feb 18, 2026
Reasoning Generalizationllm chat instructionnlp11Feb 21, 2026
VLM-as-a-Judgemultimodalllm chat instruction11Apr 21, 2026
Synthetic token manipulationllm chat instruction11Feb 21, 2026
Interactive step-by-step task guidancellm chat instructionagents tool use11Feb 18, 2026
Post-training Performance Evaluationllm chat instruction11Feb 21, 2026
Mathematical reasoning and calculationllm chat instruction11Apr 21, 2026
Commonsense & Factual Reasoningnlpllm chat instruction11Feb 27, 2026
Helpful Assistant Alignmentllm chat instruction11Feb 21, 2026
Perplexity Predictionllm chat instruction11Apr 21, 2026
Reddit Summary Alignmentnlpllm chat instruction11Feb 21, 2026
LLM Verificationllm chat instruction11Apr 21, 2026
Reasoning and Decision-makingllm chat instructionagents tool use11Feb 18, 2026
Logical and Commonsense Reasoningnlpllm chat instruction11Feb 21, 2026
Literal-to-Figurative Steeringnlpllm chat instruction11Apr 21, 2026
Goal-oriented Dialog Generationllm chat instructionnlp11Feb 18, 2026
Instruction Following and Agent Capabilitiesllm chat instructionagents tool use11Feb 21, 2026
Figurative-to-Literal Steeringnlpllm chat instruction11Apr 21, 2026
Conversational Parameter Extraction and Alignmentllm chat instructionnlp11Feb 21, 2026
Social Support Dialogue Generationllm chat instructionnlp11Apr 21, 2026