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LLM (Chat & Instruction) AI research – Page 18 · SOTA2 Research

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LLM (Chat & Instruction)

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5 benchmarks · 1 papersDeliberative Reason Index (DRI) calculation 5 benchmarks · 1 papersReasoning failure prediction and recovery 5 benchmarks · 1 papersQualitative Evaluation of Stance Distribution and Argument Organization 5 benchmarks · 5 papersMulti-turn Dialogue Reasoning 5 benchmarks · 1 papersHybrid Reasoning 5 benchmarks · 8 papersGeneral Knowledge and Reasoning 5 benchmarks · 7 papersMulti-Turn Tool Calling 5 benchmarks · 1 papersComprehension Questions 5 benchmarks · 1 papersProsocial Alignment 5 benchmarks · 1 papersLong speech understanding and reasoning 5 benchmarks · 4 papersSycophancy 5 benchmarks · 2 papersSocial Interaction Evaluation

5 benchmarks · 3 papersReward alignment

5 benchmarks · 7 papersLanguage Reasoning

5 benchmarks · 3 papersMemory Question Answering

5 benchmarks · 1 papersHuman-Metric Correlation

5 benchmarks · 7 papersLanguage Modeling and Reasoning

5 benchmarks · 1 papersSequential Composition Generalization

5 benchmarks · 6 papersHallucination Robustness

5 benchmarks · 1 papersTool Invocation Refusal

5 benchmarks · 2 papersLifelong Model Editing

5 benchmarks · 1 papersSparse Probing

5 benchmarks · 1 papersProcess-level Evaluation

5 benchmarks · 3 papersFactual Correction

5 benchmarks · 1 papersLegal Contract Revision

5 benchmarks · 2 papersChain-of-Thought Generation

5 benchmarks · 4 papersDiagnostic Reasoning

5 benchmarks · 2 papersLong-Context Inference

5 benchmarks · 3 papersPersonality Steering

5 benchmarks · 2 papersMulti-agent Debate

5 benchmarks · 1 papersText Completion

5 benchmarks · 2 papersLong-context language generation

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