Representation Learning

Competing Mutual Information Constraints with Stochastic Competition-Based Activations for Learning Diversified Representations AAAI 2022 Compositional generalization through abstract representations in human and artificial neural networks NeurIPS 2022 Comprehensive Analysis of Negative Sampling in Knowledge Graph Representation Learning ICML 2022 Comprehensive Regularization in a Bi-directional Predictive Network for Video Anomaly Detection AAAI 2022 Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off NeurIPS 2022 Conditional Local Convolution for Spatio-Temporal Meteorological Forecasting AAAI 2022 Confidence Calibration for Intent Detection via Hyperspherical Space and Rebalanced Accuracy-Uncertainty Loss AAAI 2022 ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation EMNLP 2022 ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction EMNLP 2022 Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations ACML 2022 Context-Aware Video Reconstruction for Rolling Shutter Cameras CVPR 2022 Contextual Representation Learning beyond Masked Language Modeling ACL 2022 Continual Learning through Retrieval and Imagination AAAI 2022 Contrastive Demonstration Tuning for Pre-trained Language Models EMNLP 2022 Contrastive Learning as Goal-Conditioned Reinforcement Learning NeurIPS 2022 Controllable Natural Language Generation with Contrastive Prefixes ACL 2022 Convergent Representations of Computer Programs in Human and Artificial Neural Networks NeurIPS 2022 Conversation- and Tree-Structure Losses for Dialogue Disentanglement ACL 2022 Coordinated Topic Modeling EMNLP 2022 Correlation Verification for Image Retrieval CVPR 2022 CoToHiLi at LSCDiscovery: the Role of Linguistic Features in Predicting Semantic Change ACL 2022 Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario EMNLP 2022 CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling Correction ACL 2022 Cross-lingual neural fuzzy matching for exploiting target-language monolingual corpora in computer-aided translation EMNLP 2022 Cross-Lingual Phrase Retrieval ACL 2022