Embedding Learning

Benchmarking Meta-embeddings: What Works and What Does Not EMNLP 2021 BERT Has Uncommon Sense: Similarity Ranking for Word Sense BERTology EMNLP 2021 Beyond Offline Mapping: Learning Cross-lingual Word Embeddings through Context Anchoring ACL 2021 BiQUE: Biquaternionic Embeddings of Knowledge Graphs EMNLP 2021 Block-wise Word Embedding Compression Revisited: Better Weighting and Structuring EMNLP 2021 Box Embeddings: An open-source library for representation learning using geometric structures EMNLP 2021 Box-To-Box Transformations for Modeling Joint Hierarchies ACL 2021 Bridging Subword Gaps in Pretrain-Finetune Paradigm for Natural Language Generation ACL 2021 Can We Characterize Tasks Without Labels or Features? CVPR 2021 Capacity and Bias of Learned Geometric Embeddings for Directed Graphs NeurIPS 2021 CAPE: Context-Aware Private Embeddings for Private Language Learning EMNLP 2021 Characterizing News Portrayal of Civil Unrest in Hong Kong, 1998–2020 ACL 2021 Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation ICCV 2021 Claim Matching Beyond English to Scale Global Fact-Checking ACL 2021 Coded Speech Enhancement Using Neural Network-Based Vector-Quantized Residual Features Interspeech 2021 Combinatorial Learning of Graph Edit Distance via Dynamic Embedding CVPR 2021 Comparing Euclidean and Hyperbolic Embeddings on the WordNet Nouns Hypernymy Graph EMNLP 2021 Complementary Evidence Identification in Open-Domain Question Answering EACL 2021 Compositional Embeddings for Multi-Label One-Shot Learning WACV 2021 Computationally Tractable Riemannian Manifolds for Graph Embeddings AAAI 2021 Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification ACL 2021 Conceptualized and Contextualized Gaussian Embedding AAAI 2021 Conditional Generative Modeling via Learning the Latent Space ICLR 2021 Contextualized Embeddings Encode Monolingual and Cross-lingual Knowledge of Idiomaticity ACL 2021 Contextualized Query Embeddings for Conversational Search EMNLP 2021