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Embedding Learning

3751 directly classified papers

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Papers

Multiplex Word Embeddings for Selectional Preference Acquisition EMNLP 2019
Inferring Concept Hierarchies from Text Corpora via Hyperbolic Embeddings ACL 2019
Gated Embeddings in End-to-End Speech Recognition for Conversational-Context Fusion ACL 2019
On Efficient Retrieval of Top Similarity Vectors EMNLP 2019
Topic Sensitive Attention on Generic Corpora Corrects Sense Bias in Pretrained Embeddings ACL 2019
Every Child Should Have Parents: A Taxonomy Refinement Algorithm Based on Hyperbolic Term Embeddings ACL 2019
Deep Generalized Canonical Correlation Analysis ACL 2019
Improving Word Embeddings Using Kernel PCA ACL 2019
Event Representation Learning Enhanced with External Commonsense Knowledge EMNLP 2019
Do We Really Need Fully Unsupervised Cross-Lingual Embeddings? EMNLP 2019
Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition EMNLP 2019
Multi-View Domain Adapted Sentence Embeddings for Low-Resource Unsupervised Duplicate Question Detection EMNLP 2019
Vecalign: Improved Sentence Alignment in Linear Time and Space EMNLP 2019
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization EMNLP 2019
Incorporating Network Embedding into Markov Random Field for Better Community Detection AAAI 2019
Understanding Undesirable Word Embedding Associations ACL 2019
Embedding Biomedical Ontologies by Jointly Encoding Network Structure and Textual Node Descriptors ACL 2019
Ranking-Based Deep Cross-Modal Hashing AAAI 2019
Less but Better: Generalization Enhancement of Ordinal Embedding via Distributional Margin AAAI 2019
On Geometric Alignment in Low Doubling Dimension AAAI 2019
Conversational Response Re-ranking Based on Event Causality and Role Factored Tensor Event Embedding ACL 2019
Distributed Representation of Words in Cause and Effect Spaces AAAI 2019
Robust Negative Sampling for Network Embedding AAAI 2019
LENA: Locality-Expanded Neural Embedding for Knowledge Base Completion AAAI 2019
Evaluating the Supervised and Zero-shot Performance of Multi-lingual Translation Models ACL 2019