Reasoning or not? A comprehensive evaluation of reasoning LLMs for dialogue summarization
Keyan Jin, Yapeng Wang, Leonel Santos, Tao Fang, Xu Yang, Sio‐Kei Im, Hugo Gonçalo Oliveira
Topics & Concepts
Automatic summarizationComputer scienceNoveltyArtificial intelligenceAbstractionBenchmark (surveying)Deductive reasoningNatural language processingTask (project management)Logical reasoningAutomated reasoningBridge (graph theory)Class (philosophy)Causal reasoningReasoning systemCase-based reasoningQualitative reasoningVisual reasoningCore (optical fiber)Root (linguistics)Model-based reasoningNovelty detectionGrammaticalityLanguage modelAmbiguityData scienceAnalytic reasoningNatural language understandingMachine learningTopic ModelingNatural Language Processing TechniquesSpeech and dialogue systems