Commonsense Reasoning

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11 papers2 papers in the last four weeks, against 1 the four weeks before. 0.0% of all new papers.

  1. Hey, guess what: CUES lead to inferences about typicality

    Oct 23, 2026Alison Chi, Sanghyeok Choi, Hannah Rohde +1Pragmatic Reasoning in Language ModelsCommonsense Reasoning

    University of Edinburgh

  2. CMAR-search: Commonsense and Memory Augmented Reasoning for Object Search in Dynamic Interactive Environments

    Oct 22, 2026Kaiyao Liao, Qingfeng Li, Xinlei Zhang +3Commonsense ReasoningRobotic Object Search

    School of Computer Science and Engineering, Beihang University · Zhejiang Key Laboratory of Industrial Big Data and Robot Intelligent Systems, Hangzhou Innovation Institute of Beihang University

  3. Route-Verify-Vote: Procedure-Conditioned Self-Consistency for Mixed-Domain Reasoning

    Sep 23, 2026Xinchen XiaoCommonsense ReasoningSelf-Consistency in Language Models

    Xinjiang University

  4. Does VLA Even Know the Basics? Measuring Commonsense and World Knowledge Retention in Vision-Language-Action Models

    Jun 17, 2026Nikita Kachaev, Andrey Moskalenko, Matvey Skripkin +10VLM EvaluationCommonsense Reasoning

    1CogAI Lab · 2FusionBrain Lab · 3IAI MSU +8

  5. Reasoning as Pattern Matching: Shared Mechanisms in Human and LLM Everyday Reasoning

    Jun 11, 2026Zach Studdiford, Gary LupyanCommonsense ReasoningCognitive Modeling

    University of Wisconsin–Madison Department of Psychology

  6. Visual Commonsense Driven Knowledge Refinements for Scene Graph Generation

    Jun 4, 2026Maëlic Neau, Salim Baloch, Jakob Suchan +2Scene Graph GenerationCommonsense Reasoning

    Computing Science Department, Umeå University, Umeå, Sweden · School of Computer Science & Engineering, Constructor University, Bremen, Germany · CoDesign Lab EU., Örebro, Sweden +1

  7. Echo-LoRA: Parameter-Efficient Fine-Tuning via Cross-Layer Representation Injection

    May 5, 2026Yihang Peng, Peng Jin, Jie Gong +4Commonsense ReasoningLLM Fine-Tuning

    School of Computer Science and Software Engineering, Southwest Petroleum University · School of Electronic Information and Artificial Intelligence, Leshan Normal University

  8. MDM-Prime-v2: Binary Encoding and Index Shuffling Enable Scaling of Diffusion Language Models

    Mar 17, 2026Chen-Hao Chao, Wei-Fang Sun, Junwei Quan +2Commonsense ReasoningDiffusion Language Models

    University of Toronto, Vector Institute · NVIDIA AI Technology Center · National Taiwan University

  9. BrainBench: Exposing the Commonsense Reasoning Gap in Large Language Models

    Mar 16, 2026Yuzhe TangCommonsense ReasoningLanguage Model Reasoning Evaluation

    Georgia Institute of Technology

  10. MMCOMET: A Large-Scale Multimodal Commonsense Knowledge Graph for Contextual Reasoning

    Mar 1, 2026Eileen Wang, Hiba Arnaout, Dhita Pratama +6Commonsense ReasoningVisual Storytelling

    University of Sydney Sydney, Australia · Technische Universität Darmstadt Darmstadt, Germany · University of Melbourne Melbourne, Australia +2

  11. Who Benchmarks the Benchmarks? Towards Comprehensive Evaluation of Commonsense Reasoning Benchmarks

    Apr 10, 2025Pavel Chizhov, Anton Changalidis, Vishnu Prasad Vijaya Kumar +4Commonsense ReasoningBenchmark Auditing

    1CAIRO, Technical University of Applied Sciences Würzburg-Schweinfurt · 2PleIAs, Paris, France