Embedding Learning

Word Representation Models for Arabic Dialect Identification EMNLP 2022 WordTies: Measuring Word Associations in Language Models via Constrained Sampling EMNLP 2022 Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem NAACL 2022 WueDevils at SemEval-2022 Task 8: Multilingual News Article Similarity via Pair-Wise Sentence Similarity Matrices SemEval 2022 WWBP-SQT-lite: Multi-level Models and Difference Embeddings for Moments of Change Identification in Mental Health Forums NAACL 2022 YNU-HPCC at SemEval-2022 Task 8: Transformer-based Ensemble Model for Multilingual News Article Similarity SemEval 2022 You Are My Type! Type Embeddings for Pre-trained Language Models EMNLP 2022 ZINB-Based Graph Embedding Autoencoder for Single-Cell RNA-Seq Interpretations AAAI 2022 3DPoseLite: A Compact 3D Pose Estimation Using Node Embeddings WACV 2021 5* Knowledge Graph Embeddings with Projective Transformations AAAI 2021 A$^2$-Net: Learning Attribute-Aware Hash Codes for Large-Scale Fine-Grained Image Retrieval NeurIPS 2021 A Change of Variables Method For Rectangular Matrix-Vector Products AISTATS 2021 A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space ACL 2021 Adapting Entities across Languages and Cultures EMNLP 2021 Adapting Speaker Embeddings for Speaker Diarisation Interspeech 2021 AdaSGN: Adapting Joint Number and Model Size for Efficient Skeleton-Based Action Recognition ICCV 2021 AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding ACL 2021 A Deep Metric Learning Approach to Account Linking NAACL 2021 Adversarial Directed Graph Embedding AAAI 2021 A Fast Globally Linearly Convergent Algorithm for the Computation of Wasserstein Barycenters JMLR 2021 A Hyperbolic-to-Hyperbolic Graph Convolutional Network CVPR 2021 A Massively Multilingual Analysis of Cross-linguality in Shared Embedding Space EMNLP 2021 A Method for Taxonomy-Aware Embeddings Evaluation (Student Abstract) AAAI 2021 Analogy Training Multilingual Encoders AAAI 2021 Analyzing the Surprising Variability in Word Embedding Stability Across Languages EMNLP 2021