Embedding Learning

Semantic search with domain-specific word-embedding and production monitoring in Fintech COLING 2020 Semi-Supervised Bilingual Lexicon Induction with Two-way Interaction EMNLP 2020 SenseCluster at SemEval-2020 Task 1: Unsupervised Lexical Semantic Change Detection SemEval 2020 Sentence Analogies: Linguistic Regularities in Sentence Embeddings COLING 2020 Sentence Meta-Embeddings for Unsupervised Semantic Textual Similarity ACL 2020 Sentiment Analysis of Tweets using Heterogeneous Multi-layer Network Representation and Embedding EMNLP 2020 SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness CVPR 2020 Set2Graph: Learning Graphs From Sets NeurIPS 2020 Set and Rebase: Determining the Semantic Graph Connectivity for Unsupervised Cross-Modal Hashing IJCAI 2020 Should All Cross-Lingual Embeddings Speak English? ACL 2020 Siamese X-Vector Reconstruction for Domain Adapted Speaker Recognition Interspeech 2020 SimAlign: High Quality Word Alignments Without Parallel Training Data Using Static and Contextualized Embeddings EMNLP 2020 Simultaneous Preference and Metric Learning from Paired Comparisons NeurIPS 2020 Single-Channel Speech Enhancement by Subspace Affinity Minimization Interspeech 2020 Sketch Less for More: On-the-Fly Fine-Grained Sketch-Based Image Retrieval CVPR 2020 SLICE: Supersense-based Lightweight Interpretable Contextual Embeddings COLING 2020 SNEQ: Semi-Supervised Attributed Network Embedding with Attention-Based Quantisation AAAI 2020 Social Network Analysis using RLVECN: Representation Learning via Knowledge-Graph Embeddings and Convolutional Neural-Network IJCAI 2020 Softmax Dissection: Towards Understanding Intra- and Inter-Class Objective for Embedding Learning AAAI 2020 Spatial-Content Image Search in Complex Scenes WACV 2020 Speaker Conditioned Acoustic-to-Articulatory Inversion Using x-Vectors Interspeech 2020 Specializing Word Vectors by Spectral Decomposition on Heterogeneously Twisted Graphs COLING 2020 Spectral Embedding of Regularized Block Models ICLR 2020 SST-BERT at SemEval-2020 Task 1: Semantic Shift Tracing by Clustering in BERT-based Embedding Spaces SemEval 2020 Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction NeurIPS 2020