Representation Learning

Hierarchical Processing of Visual and Language Information in the Brain AACL 2022 Hierarchical Proxy-Based Loss for Deep Metric Learning WACV 2022 High-dimensional Asymptotics of Feature Learning: How One Gradient Step Improves the Representation NeurIPS 2022 High-Dimensional Projection Pursuit: Outer Bounds and Applications to Interpolation in Neural Networks COLT 2022 High-Fidelity GAN Inversion for Image Attribute Editing CVPR 2022 HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning EMNLP 2022 History-Aware Hierarchical Transformer for Multi-session Open-domain Dialogue System EMNLP 2022 HL-Net: Heterophily Learning Network for Scene Graph Generation CVPR 2022 Hole-Robust Wireframe Detection WACV 2022 Holistic Sentence Embeddings for Better Out-of-Distribution Detection EMNLP 2022 HousE: Knowledge Graph Embedding with Householder Parameterization ICML 2022 How about Time? Probing a Multilingual Language Model for Temporal Relations COLING 2022 How Attentive are Graph Attention Networks? ICLR 2022 How Distributed are Distributed Representations? An Observation on the Locality of Syntactic Information in Verb Agreement Tasks ACL 2022 How Does SimSiam Avoid Collapse Without Negative Samples? A Unified Understanding with Self-supervised Contrastive Learning ICLR 2022 How does the pre-training objective affect what large language models learn about linguistic properties? ACL 2022 How Do Transformer-Architecture Models Address Polysemy of Korean Adverbial Postpositions? ACL 2022 How Do We Answer Complex Questions: Discourse Structure of Long-form Answers ACL 2022 How Far are We from Robust Long Abstractive Summarization? EMNLP 2022 How Gender Debiasing Affects Internal Model Representations, and Why It Matters NAACL 2022 How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection EMNLP 2022 How to Stop an Avalanche? JoDeM: Joint Decision Making through Compare and Contrast for Dialog State Tracking EMNLP 2022 HSDF: Hybrid Sign and Distance Field for Modeling Surfaces with Arbitrary Topologies NeurIPS 2022 HSE at LSCDiscovery in Spanish: Clustering and Profiling for Lexical Semantic Change Discovery ACL 2022 HumanNeRF: Efficiently Generated Human Radiance Field From Sparse Inputs CVPR 2022