Embedding Learning

Improving Word Translation via Two-Stage Contrastive Learning ACL 2022 Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning COLING 2022 Inductive Relation Prediction Using Analogy Subgraph Embeddings ICLR 2022 Infinite Recommendation Networks: A Data-Centric Approach NeurIPS 2022 InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings EMNLP 2022 Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings Interspeech 2022 Integrating Language Guidance Into Vision-Based Deep Metric Learning CVPR 2022 Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning Interspeech 2022 Interactive Visualizations of Word Embeddings for K-12 Students AAAI 2022 Interpreting Character Embeddings With Perceptual Representations: The Case of Shape, Sound, and Color ACL 2022 Introducing Auxiliary Text Query-modifier to Content-based Audio Retrieval Interspeech 2022 Invernet: An Inversion Attack Framework to Infer Fine-Tuning Datasets through Word Embeddings EMNLP 2022 I-SEA: Importance Sampling and Expected Alignment-Based Deep Distance Metric Learning for Time Series Analysis and Embedding AAAI 2022 IsoScore: Measuring the Uniformity of Embedding Space Utilization ACL 2022 IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces EMNLP 2022 Joint Language Semantic and Structure Embedding for Knowledge Graph Completion COLING 2022 JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract) AAAI 2022 JRLV at SemEval-2022 Task 5: The Importance of Visual Elements for Misogyny Identification in Memes SemEval 2022 JsonGrinder.jl: automated differentiable neural architecture for embedding arbitrary JSON data JMLR 2022 KeywordScape: Visual Document Exploration using Contextualized Keyword Embeddings EMNLP 2022 KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING 2022 Knowledge Graph Embedding by Adaptive Limit Scoring Loss Using Dynamic Weighting Strategy ACL 2022 Knowledge representation combining quaternion path integration and depth-wise atrous circular convolution UAI 2022 Lacking the Embedding of a Word? Look it up into a Traditional Dictionary ACL 2022 Language-agnostic BERT Sentence Embedding ACL 2022