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hierarchical structure

225 papers

Papers

Modeling Hierarchical Structures with Continuous Recursive Neural Networks ICML 2021 Neural Trees for Learning on Graphs NeurIPS 2021 Recursive Bayesian Networks: Generalising and Unifying Probabilistic Context-Free Grammars and Dynamic Bayesian Networks NeurIPS 2021 The staircase property: How hierarchical structure can guide deep learning NeurIPS 2021 Understanding Adaptive, Multiscale Temporal Integration In Deep Speech Recognition Systems NeurIPS 2021 Beyond Labels: Knowledge Elicitation using Deep Metric Learning and Psychometric Testing IJCAI 2020 Centering-based Neural Coherence Modeling with Hierarchical Discourse Segments EMNLP 2020 Embedding Words in Non-Vector Space with Unsupervised Graph Learning EMNLP 2020 Equivariant Networks for Hierarchical Structures NeurIPS 2020 Generalized Zero-Shot Text Classification for ICD Coding IJCAI 2020 Hierarchical Chinese Legal event extraction via Pedal Attention Mechanism COLING 2020 Hierarchical Region Learning for Nested Named Entity Recognition EMNLP 2020 Hierarchical summarization of financial reports with RUNNER COLING 2020 Hype-HAN: Hyperbolic Hierarchical Attention Network for Semantic Embedding IJCAI 2020 HyperText: Endowing FastText with Hyperbolic Geometry EMNLP 2020 Latent Variable Modelling with Hyperbolic Normalizing Flows ICML 2020 Learning Mixed Latent Tree Models JMLR 2020 Learning Music Helps You Read: Using Transfer to Study Linguistic Structure in Language Models EMNLP 2020 METNet: A Mutual Enhanced Transformation Network for Aspect-based Sentiment Analysis COLING 2020 Multi-Channel Graph Neural Networks IJCAI 2020 On Efficient Low Distortion Ultrametric Embedding ICML 2020 RNNs can generate bounded hierarchical languages with optimal memory EMNLP 2020 Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels COLING 2020 TransRHS: A Representation Learning Method for Knowledge Graphs with Relation Hierarchical Structure IJCAI 2020 A Mandarin Prosodic Boundary Prediction Model Based on Multi-Task Learning Interspeech 2019