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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Learning Out-of-Vocabulary Words in Intelligent Personal Agents IJCAI 2018
Joint Learning Embeddings for Chinese Words and their Components via Ladder Structured Networks IJCAI 2018
Efficient Attributed Network Embedding via Recursive Randomized Hashing IJCAI 2018
A Deep Framework for Cross-Domain and Cross-System Recommendations IJCAI 2018
Feature Hashing for Network Representation Learning IJCAI 2018
Diachronic word embeddings and semantic shifts: a survey COLING 2018
Online Learning of Combinatorial Objects via Extended Formulation ALT 2018
Integrative Network Embedding via Deep Joint Reconstruction IJCAI 2018
SDMCH: Supervised Discrete Manifold-Embedded Cross-Modal Hashing IJCAI 2018
Non-Adversarial Unsupervised Word Translation EMNLP 2018
An Auto-Encoder Matching Model for Learning Utterance-Level Semantic Dependency in Dialogue Generation EMNLP 2018
Spot the Odd Man Out: Exploring the Associative Power of Lexical Resources EMNLP 2018
Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions EMNLP 2018
Syntax Encoding with Application in Authorship Attribution EMNLP 2018
Fast Vehicle Identification in Surveillance via Ranked Semantic Sampling Based Embedding IJCAI 2018
Conditional Word Embedding and Hypothesis Testing via Bayes-by-Backprop EMNLP 2018
Embedding Multimodal Relational Data for Knowledge Base Completion EMNLP 2018
Cross-lingual Lexical Sememe Prediction EMNLP 2018
Generalizing Word Embeddings using Bag of Subwords EMNLP 2018
Word-like character n-gram embedding EMNLP 2018
Predictive Embeddings for Hate Speech Detection on Twitter EMNLP 2018
Predicting and interpreting embeddings for out of vocabulary words in downstream tasks EMNLP 2018
Magnitude: A Fast, Efficient Universal Vector Embedding Utility Package EMNLP 2018
Label-Free Distant Supervision for Relation Extraction via Knowledge Graph Embedding EMNLP 2018
A Deterministic Algorithm for Bridging Anaphora Resolution EMNLP 2018