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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Efficient Extraction of Pseudo-Parallel Sentences from Raw Monolingual Data Using Word Embeddings ACL 2017
Bridge Text and Knowledge by Learning Multi-Prototype Entity Mention Embedding ACL 2017
Watset: Automatic Induction of Synsets from a Graph of Synonyms ACL 2017
Zero-Inflated Exponential Family Embeddings ICML 2017
Learning Continuous Semantic Representations of Symbolic Expressions ICML 2017
A Robust-Equitable Measure for Feature Ranking and Selection JMLR 2017
Memory Efficient Kernel Approximation JMLR 2017
Learning Scalable Deep Kernels with Recurrent Structure JMLR 2017
Word Re-Embedding via Manifold Dimensionality Retention EMNLP 2017
Sound-Word2Vec: Learning Word Representations Grounded in Sounds EMNLP 2017
A Simple Language Model based on PMI Matrix Approximations EMNLP 2017
Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities EACL 2017
Learning to Predict Denotational Probabilities For Modeling Entailment EACL 2017
A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments EACL 2017
Multilingual Training of Crosslingual Word Embeddings EACL 2017
Building Lexical Vector Representations from Concept Definitions EACL 2017
Distributed Document and Phrase Co-embeddings for Descriptive Clustering EACL 2017
Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources EACL 2017
Large-scale evaluation of dependency-based DSMs: Are they worth the effort? EACL 2017
How Well Can We Predict Hypernyms from Word Embeddings? A Dataset-Centric Analysis EACL 2017
Correlation Analysis of Chronic Obstructive Pulmonary Disease (COPD) and its Biomarkers Using the Word Embeddings IJCNLP 2017
CVBed: Structuring CVs usingWord Embeddings IJCNLP 2017
Partitioned Tensor Factorizations for Learning Mixed Membership Models ICML 2017
Binary Linear Compression for Multi-label Classification IJCAI 2017
User Profile Preserving Social Network Embedding IJCAI 2017