Representation Learning

Does BERT Know that the IS-A Relation Is Transitive? ACL 2022 Does Corpus Quality Really Matter for Low-Resource Languages? EMNLP 2022 Does the Geometry of the Data Control the Geometry of Neural Predictions? (Student Abstract) AAAI 2022 Drawing out of Distribution with Neuro-Symbolic Generative Models NeurIPS 2022 Dual Contrastive Learning for General Face Forgery Detection AAAI 2022 Dynamic Nonlinear Matrix Completion for Time-Varying Data Imputation AAAI 2022 Effective and Efficient Query-aware Snippet Extraction for Web Search EMNLP 2022 Effect of Post-processing on Contextualized Word Representations COLING 2022 Efficient Deep Embedded Subspace Clustering CVPR 2022 Efficient learning of nonlinear prediction models with time-series privileged information NeurIPS 2022 Efficient Representation Learning via Adaptive Context Pooling ICML 2022 ELIAS: End-to-End Learning to Index and Search in Large Output Spaces NeurIPS 2022 Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantification NeurIPS 2022 Embrace the Gap: VAEs Perform Independent Mechanism Analysis NeurIPS 2022 Emergent Language-Based Coordination In Deep Multi-Agent Systems EMNLP 2022 EMOCA: Emotion Driven Monocular Face Capture and Animation CVPR 2022 Energy-Based Contrastive Learning of Visual Representations NeurIPS 2022 Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction ACL 2022 Enriching Deep Learning with Frame Semantics for Empathy Classification in Medical Narrative Essays EMNLP 2022 Entailment Graph Learning with Textual Entailment and Soft Transitivity ACL 2022 Entity-based Neural Local Coherence Modeling ACL 2022 Entity Embedding Completion for Wide-Coverage Entity Disambiguation EMNLP 2022 Entropy-Based Logic Explanations of Neural Networks AAAI 2022 Environment Aware Text-to-Speech Synthesis Interspeech 2022 EqR: Equivariant Representations for Data-Efficient Reinforcement Learning ICML 2022