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LLM (Chat & Instruction) AI research – Page 19 · SOTA2 Research

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Research domain

LLM (Chat & Instruction)

Search tasks

5 benchmarks · 3 papersFactual Correction 5 benchmarks · 1 papersText-based Task Completion 5 benchmarks · 4 papersSycophancy 5 benchmarks · 2 papersChain-of-Thought Generation 5 benchmarks · 1 papersComprehension Questions 5 benchmarks · 1 papersOver-refusal Compliance 5 benchmarks · 1 papersQualitative Evaluation of Stance Distribution and Argument Organization 5 benchmarks · 1 papersProsocial Alignment 5 benchmarks · 7 papersLanguage Reasoning 5 benchmarks · 3 papersPersonality Steering 5 benchmarks · 3 papersProactive dialogue 5 benchmarks · 2 papersSocial Interaction Evaluation

5 benchmarks · 3 papers

Reward alignment

5 benchmarks · 1 papersHuman-Metric Correlation

5 benchmarks · 1 papersSequential Composition Generalization

5 benchmarks · 2 papersLifelong Model Editing

5 benchmarks · 1 papersTool Invocation Refusal

5 benchmarks · 1 papersLegal Contract Revision

5 benchmarks · 2 papersLong-Context Inference

5 benchmarks · 1 papersProcess-level Evaluation

5 benchmarks · 1 papersHallucination Rate Assessment

5 benchmarks · 6 papersZero-shot Task Evaluation

5 benchmarks · 1 papersPersonalized response selection

5 benchmarks · 1 papersMulti-turn Inference Latency

5 benchmarks · 8 papersGeneral Knowledge and Reasoning

5 benchmarks · 1 papersReasoning failure prediction and recovery

5 benchmarks · 3 papersMemory Question Answering

5 benchmarks · 1 papersTask Vector Performance

5 benchmarks · 4 papersDiagnostic Reasoning

5 benchmarks · 1 papersPersonalized VLM Alignment

5 benchmarks · 1 papersText Completion

5 benchmarks · 5 papersZero-shot language evaluation

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