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LLM (Chat & Instruction) AI research – Page 33 · SOTA2 Research

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Research domain

LLM (Chat & Instruction)

Search tasks

3 benchmarks · 1 papersLogical Refinement of Natural Language Explanations 3 benchmarks · 1 papersSycophancy Assessment 3 benchmarks · 1 papersJudge Agreement Accuracy 3 benchmarks · 1 papersOutput-based feature description faithfulness 3 benchmarks · 3 papersInstruction Fine-tuning 3 benchmarks · 1 papersReasoning trace quality evaluation 3 benchmarks · 2 papersPersona-based Dialogue Generation 3 benchmarks · 1 papersBayesian Assessment of Sycophancy 3 benchmarks · 1 papersLinear Concept Accessibility and Steering 3 benchmarks · 1 papersNational Policy Generation 3 benchmarks · 5 papersPersonalized Question Answering 3 benchmarks · 1 papers

Tool-use Inference

3 benchmarks · 4 papersInteractive Instruction Following

3 benchmarks · 1 papersMulti-hop reasoning and question answering

3 benchmarks · 1 papersPolicy Question Answering

3 benchmarks · 1 papersAlpacaEval 2.0

3 benchmarks · 1 papersTheory of Mind Question Answering

3 benchmarks · 3 papersInstruction-based Video Editing

3 benchmarks · 2 papersMLLM-as-a-judge evaluation

3 benchmarks · 1 papersGoal-relevance Evaluation

3 benchmarks · 1 papersIndividualistic Value Reasoning

3 benchmarks · 1 papersMedical Long-form Answering

3 benchmarks · 1 papersMulti-turn dialogue routing

3 benchmarks · 1 papersControllable multi-objective generation

3 benchmarks · 4 papersSocial Interaction

3 benchmarks · 1 papersFollow-up Question Answering

3 benchmarks · 1 papersDialogue Policy Evaluation

3 benchmarks · 10 papersLarge Multimodal Model Evaluation

3 benchmarks · 1 papersPairwise LLM Evaluation

3 benchmarks · 1 papersLong-form factuality evaluation

3 benchmarks · 2 papersMulti-hop Question Generation

3 benchmarks · 1 papersLong-form Question Answering refinement

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