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Reasoning

2,964 papers

Papers per year

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131
832
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Papers

Policy Learning with Constraints in Model-free Reinforcement Learning: A Survey IJCAI 2021
Analogical Proportions: Why They Are Useful in AI IJCAI 2021
Towards Table-to-Text Generation with Numerical Reasoning IJCNLP 2021
Acoustic Event Detection with Classifier Chains INTERSPEECH 2021
Hierarchical Graph Convolutional Networks for Jointly Resolving Cross-document Coreference of Entity and Event Mentions NAACL 2021
TextGraphs 2021 Shared Task on Multi-Hop Inference for Explanation Regeneration NAACL 2021
Textgraphs-15 Shared Task System Description : Multi-Hop Inference Explanation Regeneration by Matching Expert Ratings NAACL 2021
Lifted reasoning meets weighted model integration UAI 2021
Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic Systems NIPS 2020
Hierarchical Poset Decoding for Compositional Generalization in Language NIPS 2020
Learning Invariants through Soft Unification NIPS 2020
Causal Discovery in Physical Systems from Videos NIPS 2020
CogLTX: Applying BERT to Long Texts NIPS 2020
Program Synthesis with Pragmatic Communication NIPS 2020
Simplifying Hamiltonian and Lagrangian Neural Networks via Explicit Constraints NIPS 2020
STLnet: Signal Temporal Logic Enforced Multivariate Recurrent Neural Networks NIPS 2020
Neural Execution Engines: Learning to Execute Subroutines NIPS 2020
Time-Reversal Symmetric ODE Network NIPS 2020
f-IRL: Inverse Reinforcement Learning via State Marginal Matching CORL 2020
Iteratively Questioning and Answering for Interpretable Legal Judgment Prediction AAAI 2020
Theory-Based Causal Transfer:Integrating Instance-Level Induction and Abstract-Level Structure Learning AAAI 2020
Machine Number Sense: A Dataset of Visual Arithmetic Problems for Abstract and Relational Reasoning AAAI 2020
Guiding CDCL SAT Search via Random Exploration amid Conflict Depression AAAI 2020
Probabilistic Inference for Predicate Constraint Satisfaction AAAI 2020
Hard Examples for Common Variable Decision Heuristics AAAI 2020