Embedding Learning

HHU at SemEval-2017 Task 2: Fast Hash-Based Embeddings for Semantic Word Similarity Assessment SemEval 2017 Hierarchical Embeddings for Hypernymy Detection and Directionality EMNLP 2017 HOPE: Hierarchical Object Prototype Encoding for Efficient Object Instance Search in Videos CVPR 2017 How Well Can We Predict Hypernyms from Word Embeddings? A Dataset-Centric Analysis EACL 2017 Hyperspectral Image Super-Resolution via Non-Local Sparse Tensor Factorization CVPR 2017 Identifying Human Mobility via Trajectory Embeddings IJCAI 2017 Improved Word Representation Learning with Sememes ACL 2017 Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings ACL 2017 Incremental Matrix Factorization: A Linear Feature Transformation Perspective IJCAI 2017 Inducing Embeddings for Rare and Unseen Words by Leveraging Lexical Resources EACL 2017 Inductive Representation Learning on Large Graphs NeurIPS 2017 Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement EACL 2017 Interpretable and Globally Optimal Prediction for Textual Grounding using Image Concepts NeurIPS 2017 Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings EMNLP 2017 Iterative Entity Alignment via Joint Knowledge Embeddings IJCAI 2017 Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity SemEval 2017 Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components EMNLP 2017 Kernel functions based on triplet comparisons NeurIPS 2017 Kernel Square-Loss Exemplar Machines for Image Retrieval CVPR 2017 Knowledge Distillation for Bilingual Dictionary Induction EMNLP 2017 Large-scale evaluation of dependency-based DSMs: Are they worth the effort? EACL 2017 Large-scale Online Kernel Learning with Random Feature Reparameterization IJCAI 2017 Latent Space Embedding for Retrieval in Question-Answer Archives EMNLP 2017 Learning a Deep Embedding Model for Zero-Shot Learning CVPR 2017 Learning bilingual word embeddings with (almost) no bilingual data ACL 2017