← Learning Types
Machine Learning › Learning Types ›

Representation Learning

2843 directly classified papers

Papers per year

Papers

Hierarchically Robust Representation Learning CVPR 2020
Distilling Effective Supervision From Severe Label Noise CVPR 2020
On Translation Invariance in CNNs: Convolutional Layers Can Exploit Absolute Spatial Location CVPR 2020
End-to-End Learning of Visual Representations From Uncurated Instructional Videos CVPR 2020
Gender-preserving Debiasing for Pre-trained Word Embeddings ACL 2019
Semantic Expressive Capacity with Bounded Memory ACL 2019
Improving Textual Network Embedding with Global Attention via Optimal Transport ACL 2019
At a Glance: The Impact of Gaze Aggregation Views on Syntactic Tagging EMNLP 2019
Instance-based Inductive Deep Transfer Learning by Cross-Dataset Querying with Locality Sensitive Hashing EMNLP 2019
Evaluating Lottery Tickets Under Distributional Shifts EMNLP 2019
Evaluating Research Novelty Detection: Counterfactual Approaches EMNLP 2019
YNU-junyi in BioNLP-OST 2019: Using CNN-LSTM Model with Embeddings for SeeDev Binary Event Extraction EMNLP 2019
A Multi-Task Learning Framework for Extracting Bacteria Biotope Information EMNLP 2019
Spelling-Aware Construction of Macaronic Texts for Teaching Foreign-Language Vocabulary EMNLP 2019
Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs EMNLP 2019
Do NLP Models Know Numbers? Probing Numeracy in Embeddings EMNLP 2019
Recursive Context-Aware Lexical Simplification EMNLP 2019
CLUTRR: A Diagnostic Benchmark for Inductive Reasoning from Text EMNLP 2019
Modeling Semantic Relationship in Multi-turn Conversations with Hierarchical Latent Variables ACL 2019
Two-stage Federated Phenotyping and Patient Representation Learning ACL 2019
Improving Chemical Named Entity Recognition in Patents with Contextualized Word Embeddings ACL 2019
Transcoding Compositionally: Using Attention to Find More Generalizable Solutions ACL 2019
Learning the Dyck Language with Attention-based Seq2Seq Models ACL 2019
Compositional Generalization for Primitive Substitutions EMNLP 2019
QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization EMNLP 2019