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Representation Learning

2843 directly classified papers

Papers per year

Papers

Language Modelling Makes Sense: Propagating Representations through WordNet for Full-Coverage Word Sense Disambiguation ACL 2019
The Referential Reader: A Recurrent Entity Network for Anaphora Resolution ACL 2019
Negative Lexically Constrained Decoding for Paraphrase Generation ACL 2019
Not All Reviews Are Equal: Towards Addressing Reviewer Biases for Opinion Summarization ACL 2019
Open Sesame: Getting inside BERT’s Linguistic Knowledge ACL 2019
Evaluation of Semantic Change of Harm-Related Concepts in Psychology ACL 2019
Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word Embeddings ACL 2019
Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings EMNLP 2019
Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection EMNLP 2019
A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection EMNLP 2019
Referring Expression Generation Using Entity Profiles EMNLP 2019
Topics to Avoid: Demoting Latent Confounds in Text Classification EMNLP 2019
Generating Diverse Story Continuations with Controllable Semantics EMNLP 2019
Decomposing Textual Information For Style Transfer EMNLP 2019
How Pre-trained Word Representations Capture Commonsense Physical Comparisons EMNLP 2019
TransConv: Relationship Embedding in Social Networks AAAI 2019
Shape Unicode: A Unified Shape Representation CVPR 2019
Less Is More: Learning Highlight Detection From Video Duration CVPR 2019
Learning to Learn Image Classifiers With Visual Analogy CVPR 2019
Break the Ceiling: Stronger Multi-scale Deep Graph Convolutional Networks NIPS 2019
Local Regularization of Noisy Point Clouds: Improved Global Geometric Estimates and Data Analysis JMLR 2019
Attributed Graph Clustering via Adaptive Graph Convolution IJCAI 2019
Induction Networks for Few-Shot Text Classification IJCNLP 2019
Robot Adaptation to Unstructured Terrains by Joint Representation and Apprenticeship Learning RSS 2019
EMI: Exploration with Mutual Information ICML 2019