representation learning

Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering EACL 2021 Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction AAAI 2021 Progressive Stage-Wise Learning for Unsupervised Feature Representation Enhancement CVPR 2021 Prototype Augmentation and Self-Supervision for Incremental Learning CVPR 2021 Provable Guarantees for Self-Supervised Deep Learning with Spectral Contrastive Loss NeurIPS 2021 Provable Meta-Learning of Linear Representations ICML 2021 Provable Representation Learning for Imitation with Contrastive Fourier Features NeurIPS 2021 Pykg2vec: A Python Library for Knowledge Graph Embedding JMLR 2021 Quantifying the Benefit of Using Differentiable Learning over Tangent Kernels ICML 2021 Query2Prod2Vec: Grounded Word Embeddings for eCommerce NAACL 2021 Quotation Recommendation and Interpretation Based on Transformation from Queries to Quotations ACL 2021 RankDistil: Knowledge Distillation for Ranking AISTATS 2021 Raw Nav-merge Seismic Data to Subsurface Properties with MLP based Multi-Modal Information Unscrambler NeurIPS 2021 Reading and Acting while Blindfolded: The Need for Semantics in Text Game Agents NAACL 2021 ReadOnce Transformers: Reusable Representations of Text for Transformers ACL 2021 Recent Trends in Word Sense Disambiguation: A Survey IJCAI 2021 Reconstruction for Powerful Graph Representations NeurIPS 2021 Re-embedding Difficult Samples via Mutual Information Constrained Semantically Oversampling for Imbalanced Text Classification EMNLP 2021 Refining BERT Embeddings for Document Hashing via Mutual Information Maximization EMNLP 2021 Region-Aware Contrastive Learning for Semantic Segmentation ICCV 2021 Region Similarity Representation Learning ICCV 2021 Regret Minimization for Causal Inference on Large Treatment Space AISTATS 2021 Reinforced Attention for Few-Shot Learning and Beyond CVPR 2021 Reinforcement Learning in Linear MDPs: Constant Regret and Representation Selection NeurIPS 2021 Reinforcement Learning with Prototypical Representations ICML 2021