| SMOTE for Learning from Imbalanced Data: Progress and Challenges, Marking the 15-year Anniversary |
72 |
| Survey of the State of the Art in Natural Language Generation: Core tasks, applications and evaluation |
31 |
| From Word to Sense Embeddings: A Survey on Vector Representations of Meaning |
24 |
| Viewpoint: When Will AI Exceed Human Performance? Evidence from AI Experts |
22 |
| A Survey of Cross-lingual Word Embedding Models |
17 |
| Distributed Constraint Optimization Problems and Applications: A Survey |
10 |
| Learning Explanatory Rules from Noisy Data |
10 |
| A Survey on Transfer Learning for Multiagent Reinforcement Learning Systems |
10 |
| Visualisation and 'Diagnostic Classifiers' Reveal how Recurrent and Recursive Neural Networks Process Hierarchical Structure |
9 |
| Automatic Language Identification in Texts: A Survey |
8 |
| Human-Machine Collaborative Optimization via Apprenticeship Scheduling |
8 |
| From Skills to Symbols: Learning Symbolic Representations for Abstract High-Level Planning |
7 |
| Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents |
7 |
| Multi-scale Hierarchical Residual Network for Dense Captioning |
5 |
| Viewpoint: Human-in-the-loop Artificial Intelligence |
5 |
| Querying Log Data with Metric Temporal Logic |
5 |
| A Review of Inference Algorithms for Hybrid Bayesian Networks |
5 |
| Computing and Explaining Query Answers over Inconsistent DL-Lite Knowledge Bases |
4 |
| Pitfalls and Best Practices in Algorithm Configuration |
4 |
| Modeling and Planning with Macro-Actions in Decentralized POMDPs |
3 |
| State-Space Abstractions for Probabilistic Inference: A Systematic Review |
3 |
| From Feature to Paradigm: Deep Learning in Machine Translation |
3 |
| Nash Stable Outcomes in Fractional Hedonic Games: Existence, Efficiency and Computation |
3 |
| Viewpoint: Artificial Intelligence Government (Gov. 3.0): The UAE Leading Model |
3 |
| Axiomatic Characterization of Game-Theoretic Centrality |
3 |
| A Coupled Operational Semantics for Goals and Commitments |
3 |
| On the Behavior of Convolutional Nets for Feature Extraction |
3 |
| Full Characterization of Parikh's Relevance-Sensitive Axiom for Belief Revision |
3 |
| Interpretable Charge Prediction for Criminal Cases with Dynamic Rationale Attention |
3 |
| Classifying Inconsistency Measures Using Graphs |
2 |
| Enhancing Statement Evaluation in Argumentation via Multi-labelling Systems |
2 |
| Recognizing Top-Monotonic Preference Profiles in Polynomial Time |
2 |
| Multi-fidelity Gaussian Process Bandit Optimisation |
2 |
| Lifted Relational Neural Networks: Efficient Learning of Latent Relational Structures |
2 |
| Fair Allocation of Indivisible Goods to Asymmetric Agents |
2 |
| Scotty Activity: Mixed Discrete-Continuous Planning with Convex Optimization |
2 |
| Distributed Gibbs: A Linear-Space Sampling-Based DCOP Algorithm |
2 |
| Belief Integration and Source Reliability Assessment |
2 |
| Data-Driven Conceptual Spaces: Creating Semantic Representations for Linguistic Descriptions of Numerical Data |
2 |
| LTL on Finite and Process Traces: Complexity Results and a Practical Reasoner |
2 |
| Grounding Language for Transfer in Deep Reinforcement Learning |
2 |
| Optimal Torpedo Scheduling |
2 |
| Transition-Based Neural Word Segmentation Using Word-Level Features |
1 |
| Bounds on the Cost of Stabilizing a Cooperative Game |
1 |
| Consequence-Based Reasoning for Description Logics with Disjunctions and Number Restrictions |
1 |
| Cooperative, Dynamics-Based, and Abstraction-Guided Multi-robot Motion Planning |
1 |
| Revisiting the Approximation Bound for Stochastic Submodular Cover |
1 |
| Efficient Computation of Semivalues for Game-Theoretic Network Centrality |
1 |
| Polynomial and Exponential Bounded Logic Programs with Function Symbols: Some New Decidable Classes |
1 |
| Pre-Vote Negotiations in Binary Voting with Non-Manipulable Rules |
1 |
