abstract reasoning

Inference Helps PLMs’ Conceptual Understanding: Improving the Abstract Inference Ability with Hierarchical Conceptual Entailment Graphs EMNLP 2024 Large Language Models Are Not Strong Abstract Reasoners IJCAI 2024 Learning Visual Abstract Reasoning through Dual-Stream Networks AAAI 2024 LogiCity: Advancing Neuro-Symbolic AI with Abstract Urban Simulation NeurIPS 2024 MARVEL: Multidimensional Abstraction and Reasoning through Visual Evaluation and Learning NeurIPS 2024 Meaningful Learning: Enhancing Abstract Reasoning in Large Language Models via Generic Fact Guidance NeurIPS 2024 One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems AAAI 2024 PuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Abstract Visual Patterns ACL 2024 Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks NAACL 2024 Temporal Knowledge Question Answering via Abstract Reasoning Induction ACL 2024 Towards Generative Abstract Reasoning: Completing Raven’s Progressive Matrix via Rule Abstraction and Selection ICLR 2024 Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses EMNLP 2024 Visual Abstract Reasoning in Computational Imagery AAAI 2024 Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices CVPR 2023 CREATOR: Tool Creation for Disentangling Abstract and Concrete Reasoning of Large Language Models EMNLP 2023 Infusing Lattice Symmetry Priors in Attention Mechanisms for Sample-Efficient Abstract Geometric Reasoning ICML 2023 Modeling Strategies as Programs: How to Study Strategy Differences in Intelligent Systems with Program Synthesis AAAI 2023 Neural Prediction Errors enable Analogical Visual Reasoning in Human Standard Intelligence Tests ICML 2023 RuleMatch: Matching Abstract Rules for Semi-supervised Learning of Human Standard Intelligence Tests IJCAI 2023 Duel-based Deep Learning system for solving IQ tests AISTATS 2022 ePiC: Employing Proverbs in Context as a Benchmark for Abstract Language Understanding ACL 2022 From Actions to Programs as Abstract Actual Causes AAAI 2022 Learning Robust Rule Representations for Abstract Reasoning via Internal Inferences NeurIPS 2022 ACRE: Abstract Causal REasoning Beyond Covariation CVPR 2021 Effective Abstract Reasoning with Dual-Contrast Network ICLR 2021