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Representation Learning

4516 directly classified papers

Papers per year

Papers

Finding trainable sparse networks through Neural Tangent Transfer ICML 2020
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs ICML 2020
Self-Attentive Associative Memory ICML 2020
Variational Autoencoders with Riemannian Brownian Motion Priors ICML 2020
Graph Filtration Learning ICML 2020
Implicit Geometric Regularization for Learning Shapes ICML 2020
Adabot: Fault-Tolerant Java Decompiler (Student Abstract) AAAI 2020
Incremental Sense Weight Training for In-Depth Interpretation of Contextualized Word Embeddings (Student Abstract) AAAI 2020
Abstract Rule Based Pattern Learning with Neural Networks AAAI 2020
Independence Promoted Graph Disentangled Networks AAAI 2020
Transition-based Semantic Dependency Parsing with Pointer Networks ACL 2020
Low-Dimensional Hyperbolic Knowledge Graph Embeddings ACL 2020
Improving Entity Linking through Semantic Reinforced Entity Embeddings ACL 2020
DRTS Parsing with Structure-Aware Encoding and Decoding ACL 2020
Semi-Supervised Semantic Dependency Parsing Using CRF Autoencoders ACL 2020
Representation Learning for Information Extraction from Form-like Documents ACL 2020
Bipartite Flat-Graph Network for Nested Named Entity Recognition ACL 2020
Extractive Summarization as Text Matching ACL 2020
Emerging Cross-lingual Structure in Pretrained Language Models ACL 2020
Neural-DINF: A Neural Network based Framework for Measuring Document Influence ACL 2020
A Comprehensive Analysis of Preprocessing for Word Representation Learning in Affective Tasks ACL 2020
SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations ACL 2020
Towards Debiasing Sentence Representations ACL 2020
Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event ACL 2020
Would you Rather? A New Benchmark for Learning Machine Alignment with Cultural Values and Social Preferences ACL 2020