Embedding Learning

Optimal Rates for Regularized Conditional Mean Embedding Learning NeurIPS 2022 Optimizing text representations to capture (dis)similarity between political parties CoNLL 2022 OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport NeurIPS 2022 OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning AAAI 2022 PAIGE: Personalized Adaptive Interactions Graph Encoder for Query Rewriting in Dialogue Systems EMNLP 2022 Parameter-free Dynamic Graph Embedding for Link Prediction NeurIPS 2022 Paraphrastic Representations at Scale EMNLP 2022 Partial Multi-Label Learning via Large Margin Nearest Neighbour Embeddings AAAI 2022 PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022 Personalized Federated Learning through Local Memorization ICML 2022 Phonetic Embedding for ASR Robustness in Entity Resolution Interspeech 2022 PMAL: Open Set Recognition via Robust Prototype Mining AAAI 2022 PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space AAAI 2022 Probing for Predicate Argument Structures in Pretrained Language Models ACL 2022 Probing with Noise: Unpicking the Warp and Weft of Embeddings EMNLP 2022 Prototypical Verbalizer for Prompt-based Few-shot Tuning ACL 2022 Provable General Function Class Representation Learning in Multitask Bandits and MDP NeurIPS 2022 Provably expressive temporal graph networks NeurIPS 2022 Pseudo-Riemannian Graph Convolutional Networks NeurIPS 2022 Quaternion Ordinal Embedding IJCAI 2022 Query Embedding on Hyper-Relational Knowledge Graphs ICLR 2022 Query Generation with External Knowledge for Dense Retrieval ACL 2022 Raccoons at SemEval-2022 Task 11: Leveraging Concatenated Word Embeddings for Named Entity Recognition SemEval 2022 Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives AAAI 2022 Recall@k Surrogate Loss With Large Batches and Similarity Mixup CVPR 2022