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LLM (Chat & Instruction) AI research – Page 130 · SOTA2 Research

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LLM (Chat & Instruction)

Search tasks

1 benchmarks · 1 papersZero-shot cross-task generalization 1 benchmarks · 1 papersConversational Quality Evaluation 1 benchmarks · 1 papersMath Proof Reward Modeling 1 benchmarks · 1 papersTurn-level correlation with human ratings 1 benchmarks · 1 papersStructured Commitment Generation 1 benchmarks · 1 papersEnd-to-End Negotiation Simulation 1 benchmarks · 1 papersEmpathetic Dialogue Evaluation 1 benchmarks · 1 papersCross-modal multi-expert orchestration 1 benchmarks · 1 papersNeedle In A Haystack (NIAH) video scenario 1 benchmarks · 1 papersMultitask LLM Evaluation 1 benchmarks · 1 papersLong-context Information Retrieval 1 benchmarks · 1 papers

Winner Selection

1 benchmarks · 1 papersPsychiatric dialogue evaluation

1 benchmarks · 1 papersModel fidelity evaluation

1 benchmarks · 1 papersInstruction-following Song Generation

1 benchmarks · 1 papersMulti-turn 3D Editing

1 benchmarks · 1 papersUser trait simulation in agentic models

1 benchmarks · 5 papersAssistant Response Alignment (Helpfulness and Harmlessness)

1 benchmarks · 1 papersMathematical Proof Reward Modeling

1 benchmarks · 1 papersPersonalized Dialogue Evaluation

1 benchmarks · 1 papersKnowledge-aware refusal

1 benchmarks · 1 papersPersonalized Answer Generation

1 benchmarks · 1 papersLLM-judge preference scoring

1 benchmarks · 1 papersCapability Retention

1 benchmarks · 1 papersClosed-book recall

1 benchmarks · 1 papersGeneral-domain capability retention

1 benchmarks · 1 papersMulti-turn clinical response generation

1 benchmarks · 1 papersQuestion-based Generation

1 benchmarks · 1 papersEven Pairs

1 benchmarks · 1 papersTask Fulfillment

1 benchmarks · 1 papersGeneral Description

1 benchmarks · 1 papersDiversity of solution strategies

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