Embedding Learning

Aligning Word Vectors on Low-Resource Languages with Wiktionary COLING 2022 All the Attention You Need: Global-Local, Spatial-Channel Attention for Image Retrieval WACV 2022 A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space EMNLP 2022 An Adaptive Logical Rule Embedding Model for Inductive Reasoning over Temporal Knowledge Graphs EMNLP 2022 Analogy-Guided Evolutionary Pretraining of Binary Word Embeddings AACL 2022 Analyzing the Representational Geometry of Acoustic Word Embeddings EMNLP 2022 Anchors Selection for Cross-lingual Embedding Alignment through Time IJCAI 2022 A Novel Phoneme-based Modeling for Text-independent Speaker Identification Interspeech 2022 A Perturbation-Based Kernel Approximation Framework JMLR 2022 Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences NAACL 2022 A Structured Span Selector NAACL 2022 A Subspace-Based Analysis of Structured and Unstructured Representations in Image-Text Retrieval EMNLP 2022 A Survey on Word Meta-Embedding Learning IJCAI 2022 Asymmetric Proxy Loss for Multi-View Acoustic Word Embeddings Interspeech 2022 Asymptotics of ℓ_2 Regularized Network Embeddings NeurIPS 2022 Attributable Visual Similarity Learning CVPR 2022 Augmenting Knowledge Graphs for Better Link Prediction IJCAI 2022 A Unified Model for Reverse Dictionary and Definition Modelling AACL 2022 Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings COLING 2022 Better Embedding and More Shots for Few-shot Learning IJCAI 2022 BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning EMNLP 2022 BL.Research at SemEval-2022 Task 8: Using various Semantic Information to evaluate document-level Semantic Textual Similarity SemEval 2022 Boosted Dense Retriever NAACL 2022 Can Contextualizing User Embeddings Improve Sarcasm and Hate Speech Detection? EMNLP 2022 Caveats of Measuring Semantic Change of Cognates and Borrowings using Multilingual Word Embeddings ACL 2022