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LLM (Chat & Instruction) AI research – Page 78 · SOTA2 Research

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Research domain

LLM (Chat & Instruction)

Search tasks

1 benchmarks · 1 papersSkill-assisted task execution 1 benchmarks · 1 papersmath Q&A 1 benchmarks · 1 papersgeneral multi-choice 1 benchmarks · 1 papersDiverse reasoning tasks 1 benchmarks · 1 papersStorytelling 1 benchmarks · 1 papersLong Context Writing 1 benchmarks · 1 papersLogical Consistency 1 benchmarks · 1 papersEnd-to-end RAG generation 1 benchmarks · 1 papersGenerative sense-making QA 1 benchmarks · 1 papersTextual Mathematical Reasoning 1 benchmarks · 1 papersMultimodal Visual Logic Reasoning 1 benchmarks · 1 papersComplex reasoning and knowledge-based question-answering

1 benchmarks · 3 papers

Human-level Standardized Exam Evaluation

1 benchmarks · 1 papersConversation labeling

1 benchmarks · 1 papersTurn-level correlation with human Overall Quality ratings

1 benchmarks · 1 papersPrompt Expansion

1 benchmarks · 1 papersMany-shot ICL Efficiency

1 benchmarks · 1 papersself-affirmation

1 benchmarks · 1 papersNumerical Anchoring Effect Evaluation

1 benchmarks · 1 papersAnchoring Effect Evaluation

1 benchmarks · 1 papersCommonsense Reasoning and Knowledge

1 benchmarks · 1 papersStory Customization

1 benchmarks · 1 papersInteractive Document Generation

1 benchmarks · 1 papersEM Decision-Making (AJSD)

1 benchmarks · 3 papersAI Agent Reasoning and Tool-use

1 benchmarks · 1 papersTurn-level dialogue quality evaluation (Understandable)

1 benchmarks · 1 papersLanguage Modeling and Zero-shot Reasoning

1 benchmarks · 1 papersClinical Diagnosis and Reasoning

1 benchmarks · 2 papersCharacter Consistency

1 benchmarks · 1 papersRepetition

1 benchmarks · 1 papersUnderstanding-Generation Consistency

1 benchmarks · 1 papersMultimodal Consistency

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