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LLM (Chat & Instruction) AI research – Page 17 · SOTA2 Research

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LLM (Chat & Instruction)

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5 benchmarks · 1 papersHybrid Reasoning 5 benchmarks · 1 papersLLM Judgment 5 benchmarks · 8 papersGeneral Knowledge and Reasoning 5 benchmarks · 1 papersProsocial Alignment 5 benchmarks · 1 papersReasoning failure prediction and recovery 5 benchmarks · 2 papersSocial Interaction Evaluation 5 benchmarks · 1 papersDeliberative Reason Index (DRI) calculation 5 benchmarks · 3 papersProactive dialogue 5 benchmarks · 1 papersHuman-Metric Correlation 5 benchmarks · 3 papersMemory Question Answering 5 benchmarks · 7 papersLanguage Reasoning 5 benchmarks · 1 papersMath and Text Reasoning

5 benchmarks · 1 papers

Text-based Task Completion

5 benchmarks · 1 papersQualitative Evaluation of Stance Distribution and Argument Organization

5 benchmarks · 3 papersReward alignment

5 benchmarks · 4 papersLLM Generation

5 benchmarks · 6 papersHallucination Robustness

5 benchmarks · 17 papersOver-refusal

5 benchmarks · 4 papersPairwise Preference Evaluation

5 benchmarks · 7 papersMulti-Turn Tool Calling

5 benchmarks · 5 papersMulti-turn Dialogue Reasoning

5 benchmarks · 1 papersTool Invocation Refusal

5 benchmarks · 1 papersSequential Composition Generalization

5 benchmarks · 2 papersLifelong Model Editing

5 benchmarks · 5 papersZero-shot language evaluation

5 benchmarks · 1 papersExperience Reuse

5 benchmarks · 4 papersSycophancy

5 benchmarks · 1 papersLegal Contract Revision

5 benchmarks · 1 papersLLM Filtering

5 benchmarks · 1 papersMulti-turn Inference Latency

5 benchmarks · 1 papersLong speech understanding and reasoning

5 benchmarks · 1 papersTask Vector Performance

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