Representation Learning

Approximately Equivariant Networks for Imperfectly Symmetric Dynamics ICML 2022 Approximate Neural Architecture Search via Operation Distribution Learning WACV 2022 AppTek’s Submission to the IWSLT 2022 Isometric Spoken Language Translation Task ACL 2022 A Probabilistic Code Balance Constraint with Compactness and Informativeness Enhancement for Deep Supervised Hashing IJCAI 2022 A Probabilistic Graph Coupling View of Dimension Reduction NeurIPS 2022 A Rationale-Centric Framework for Human-in-the-loop Machine Learning ACL 2022 ArcaneQA: Dynamic Program Induction and Contextualized Encoding for Knowledge Base Question Answering COLING 2022 Architecture Agnostic Federated Learning for Neural Networks ICML 2022 A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract) AAAI 2022 Are representations built from the ground up? An empirical examination of local composition in language models EMNLP 2022 A Rotated Hyperbolic Wrapped Normal Distribution for Hierarchical Representation Learning NeurIPS 2022 ARTIST: A Transformer-based Chinese Text-to-Image Synthesizer Digesting Linguistic and World Knowledge EMNLP 2022 Artistic Style Discovery With Independent Components CVPR 2022 arXivEdits: Understanding the Human Revision Process in Scientific Writing EMNLP 2022 A Self-supervised Joint Training Framework for Document Reranking NAACL 2022 A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings ACL 2022 A sharp NMF result with applications in network modeling NeurIPS 2022 A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models ACL 2022 A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction EMNLP 2022 A Simple Episodic Linear Probe Improves Visual Recognition in the Wild CVPR 2022 A Simple yet Effective Learnable Positional Encoding Method for Improving Document Transformer Model AACL 2022 A Simple yet Effective Relation Information Guided Approach for Few-Shot Relation Extraction ACL 2022 A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing IJCAI 2022 Assemblies of neurons learn to classify well-separated distributions COLT 2022 Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences NAACL 2022