{"total":47,"rows":[{"id":"2201.08860","title":"GreaseLM: Graph REASoning Enhanced Language Models for Question Answering","created":"2022-01-21","cited_by_count":171,"area":"lr"},{"id":"2212.02746","title":"UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression","created":"2022-12-06","cited_by_count":137,"area":"lr"},{"id":"2204.08292","title":"StepGame: A New Benchmark for Robust Multi-Hop Spatial Reasoning in Texts","created":"2022-04-18","cited_by_count":68,"area":"lr"},{"id":"2307.07696","title":"Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text","created":"2023-07-15","cited_by_count":59,"area":"lr"},{"id":"2206.05379","title":"A Benchmark for Compositional Visual Reasoning","created":"2022-06-11","cited_by_count":43,"area":"lr"},{"id":"2502.03671","title":"Advancing Reasoning in Large Language Models: Promising Methods and Approaches","created":"2025-02-05","cited_by_count":43,"area":"lr"},{"id":"2201.12382","title":"Deep Learning Methods for Abstract Visual Reasoning: A Survey on Raven's Progressive Matrices","created":"2022-01-28","cited_by_count":37,"area":"lr"},{"id":"2205.13803","title":"Bongard-HOI: Benchmarking Few-Shot Visual Reasoning for Human-Object Interactions","created":"2022-05-27","cited_by_count":34,"area":"lr"},{"id":"2305.18742","title":"Graph Reasoning for Question Answering with Triplet Retrieval","created":"2023-05-30","cited_by_count":34,"area":"lr"},{"id":"2202.10284","title":"A Review of Emerging Research Directions in Abstract Visual Reasoning","created":"2022-02-21","cited_by_count":33,"area":"lr"},{"id":"2306.02500","title":"Systematic Visual Reasoning through Object-Centric Relational Abstraction","created":"2023-06-04","cited_by_count":20,"area":"lr"},{"id":"2303.02260","title":"Learning to reason over visual objects","created":"2023-03-03","cited_by_count":19,"area":"lr"},{"id":"2305.03742","title":"Improved Logical Reasoning of Language Models via Differentiable Symbolic Programming","created":"2023-05-05","cited_by_count":18,"area":"lr"},{"id":"2303.12320","title":"GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering","created":"2023-03-22","cited_by_count":17,"area":"lr"},{"id":"2410.20883","title":"Improving Generalization in Visual Reasoning via Self-Ensemble","created":"2024-10-28","cited_by_count":15,"area":"lr"},{"id":"2306.17778","title":"Look, Remember and Reason: Grounded reasoning in videos with language models","created":"2023-06-30","cited_by_count":14,"area":"lr"},{"id":"2206.04928","title":"GAMR: A Guided Attention Model for (visual) Reasoning","created":"2022-06-10","cited_by_count":12,"area":"lr"},{"id":"2403.03458","title":"Slot Abstractors: Toward Scalable Abstract Visual Reasoning","created":"2024-03-06","cited_by_count":11,"area":"lr"},{"id":"2205.01841","title":"Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models","created":"2022-05-04","cited_by_count":9,"area":"lr"},{"id":"2206.09265","title":"SAViR-T: Spatially Attentive Visual Reasoning with Transformers","created":"2022-06-18","cited_by_count":9,"area":"lr"},{"id":"2206.09203","title":"Interactive Visual Reasoning under Uncertainty","created":"2022-06-18","cited_by_count":8,"area":"lr"},{"id":"2209.15087","title":"Zero-shot visual reasoning through probabilistic analogical mapping","created":"2022-09-29","cited_by_count":8,"area":"lr"},{"id":"2307.07734","title":"Abstracting Concept-Changing Rules for Solving Raven's Progressive Matrix Problems","created":"2023-07-15","cited_by_count":6,"area":"lr"},{"id":"2308.10487","title":"Deciphering Raw Data in Neuro-Symbolic Learning with Provable Guarantees","created":"2023-08-21","cited_by_count":6,"area":"lr"},{"id":"2312.09997","title":"One Self-Configurable Model to Solve Many Abstract Visual Reasoning Problems","created":"2023-12-15","cited_by_count":6,"area":"lr"},{"id":"2205.03075","title":"QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning","created":"2022-05-06","cited_by_count":5,"area":"lr"},{"id":"2402.00591","title":"Sandra -- A Neuro-Symbolic Reasoner Based On Descriptions And Situations","created":"2024-02-01","cited_by_count":4,"area":"lr"},{"id":"2406.11061","title":"A-I-RAVEN and I-RAVEN-Mesh: Two New Benchmarks for Abstract Visual Reasoning","created":"2024-06-16","cited_by_count":4,"area":"lr"},{"id":"2510.04141","title":"The Artificial Intelligence Cognitive Examination: A Survey on the Evolution of Multimodal Evaluation from Recognition to Reasoning","created":"2025-10-05","cited_by_count":4,"area":"lr"},{"id":"2202.12162","title":"Measuring CLEVRness: Blackbox testing of Visual Reasoning Models","created":"2022-02-24","cited_by_count":3,"area":"lr"},{"id":"2303.05148","title":"Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection","created":"2023-03-09","cited_by_count":3,"area":"lr"},{"id":"2310.02133","title":"Learning Reliable Logical Rules with SATNet","created":"2023-10-03","cited_by_count":3,"area":"lr"},{"id":"2310.12557","title":"DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text","created":"2023-10-19","cited_by_count":3,"area":"lr"},{"id":"2504.16414","title":"Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Case Study","created":"2025-04-23","cited_by_count":3,"area":"lr"},{"id":"2209.08284","title":"Structured Knowledge Grounding for Question Answering","created":"2022-09-17","cited_by_count":2,"area":"lr"},{"id":"2210.00858","title":"Enhancing Interpretability and Interactivity in Robot Manipulation: A Neurosymbolic Approach","created":"2022-10-03","cited_by_count":1,"area":"lr"},{"id":"2310.09383","title":"Integrating Symbolic Reasoning into Neural Generative Models for Design Generation","created":"2023-10-13","cited_by_count":1,"area":"lr"},{"id":"2402.12675","title":"Visual Reasoning in Object-Centric Deep Neural Networks: A Comparative Cognition Approach","created":"2024-02-20","cited_by_count":1,"area":"lr"},{"id":"2405.14436","title":"LARS-VSA: A Vector Symbolic Architecture For Learning with Abstract Rules","created":"2024-05-23","cited_by_count":1,"area":"lr"},{"id":"2501.11896","title":"Systematic Abductive Reasoning via Diverse Relation Representations in Vector-symbolic Architecture","created":"2025-01-21","cited_by_count":1,"area":"lr"},{"id":"2606.29915","title":"H-GRPO: Permutation-Invariant Reinforcement Learning for Grounded Visual Reasoning","created":"2026-06-29","cited_by_count":1,"area":"lr"},{"id":"2607.03065","title":"Spectral Rewiring for Exploration, Purification, and Model Merging","created":"2026-07-03","cited_by_count":1,"area":"lr"},{"id":"2201.10266","title":"Combining Commonsense Reasoning and Knowledge Acquisition to Guide Deep Learning in Robotics","created":"2022-01-25","cited_by_count":0,"area":"lr"},{"id":"2505.13391","title":"Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks","created":"2025-05-19","cited_by_count":0,"area":"lr"},{"id":"2604.17584","title":"DIRCR: Dual-Inference Rule-Contrastive Reasoning for Solving RAVENs","created":"2026-04-19","cited_by_count":0,"area":"lr"},{"id":"2609.05257","title":"Commonsense Reasoning in Computer Vision: Foundations, Recent Advancements, and Future Directions","created":"2026-09-04","cited_by_count":0,"area":"lr"},{"id":"2609.05388","title":"Think-Verify-Revise: Neuro-Symbolic Visual Reasoning with Vision-Language Models and Dynamic Logic Tensor Networks","created":"2026-09-04","cited_by_count":0,"area":"lr"}],"next_cursor":null}