Embedding Learning

TAXOGAN: Hierarchical Network Representation Learning via Taxonomy Guided Generative Adversarial Networks (Extended Abstract) IJCAI 2021 TCIC: Theme Concepts Learning Cross Language and Vision for Image Captioning IJCAI 2021 Temporal Heterogeneous Information Network Embedding IJCAI 2021 Temporal Knowledge Graph Completion using a Linear Temporal Regularizer and Multivector Embeddings NAACL 2021 Text2Mol: Cross-Modal Molecule Retrieval with Natural Language Queries EMNLP 2021 Text-based Person Search via Multi-Granularity Embedding Learning IJCAI 2021 TextEssence: A Tool for Interactive Analysis of Semantic Shifts Between Corpora NAACL 2021 Text-Guided Graph Neural Networks for Referring 3D Instance Segmentation AAAI 2021 The Early Modern Dutch Mediascape. Detecting Media Mentions in Chronicles Using Word Embeddings and CRF EMNLP 2021 The Traveling Observer Model: Multi-task Learning Through Spatial Variable Embeddings ICLR 2021 The Value-Improvement Path: Towards Better Representations for Reinforcement Learning AAAI 2021 Thinking Fast and Slow: Efficient Text-to-Visual Retrieval With Transformers CVPR 2021 Time-dependent Entity Embedding is not All You Need: A Re-evaluation of Temporal Knowledge Graph Completion Models under a Unified Framework EMNLP 2021 TokenPose: Learning Keypoint Tokens for Human Pose Estimation ICCV 2021 Too Much in Common: Shifting of Embeddings in Transformer Language Models and its Implications NAACL 2021 Topic-Aware Multi-turn Dialogue Modeling AAAI 2021 Towards Better Laplacian Representation in Reinforcement Learning with Generalized Graph Drawing ICML 2021 Towards Label-Agnostic Emotion Embeddings EMNLP 2021 Towards Robust Dynamic Network Embedding IJCAI 2021 Triplet-Trained Vector Space and Sieve-Based Search Improve Biomedical Concept Normalization NAACL 2021 TUDA-CCL at SemEval-2021 Task 1: Using Gradient-boosted Regression Tree Ensembles Trained on a Heterogeneous Feature Set for Predicting Lexical Complexity SemEval 2021 Ultrahyperbolic Neural Networks NeurIPS 2021 UnClE: Explicitly Leveraging Semantic Similarity to Reduce the Parameters of Word Embeddings EMNLP 2021 Unfolding-Model-Based Visualization: Theory, Method and Applications JMLR 2021 UNIMO: Towards Unified-Modal Understanding and Generation via Cross-Modal Contrastive Learning ACL 2021