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Embedding Learning

3751 directly classified papers

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Papers

Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding AAAI 2022
PolygonE: Modeling N-ary Relational Data as Gyro-Polygons in Hyperbolic Space AAAI 2022
VICE: Variational Interpretable Concept Embeddings NIPS 2022
Evaluating Word Embeddings in Extremely Under-Resourced Languages: A Case Study in Bribri COLING 2022
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings COLING 2022
HyperInverter: Improving StyleGAN Inversion via Hypernetwork CVPR 2022
Emotion Enriched Retrofitted Word Embeddings COLING 2022
COIN – an Inexpensive and Strong Baseline for Predicting Out of Vocabulary Word Embeddings COLING 2022
Acoustic Feature Shuffling Network for Text-independent Speaker Verification INTERSPEECH 2022
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph COLING 2022
Tales and Tropes: Gender Roles from Word Embeddings in a Century of Children’s Books COLING 2022
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING 2022
Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting CVPR 2022
Optimal Partial Transport Based Sentence Selection for Long-form Document Matching COLING 2022
Diverse Multi-Answer Retrieval with Determinantal Point Processes COLING 2022
Joint Language Semantic and Structure Embedding for Knowledge Graph Completion COLING 2022
Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs IJCAI 2022
Dense Template Retrieval for Customer Support COLING 2022
Towards Multi-Scale Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis INTERSPEECH 2022
Recall@k Surrogate Loss With Large Batches and Similarity Mixup CVPR 2022
Language Models as Knowledge Embeddings IJCAI 2022
Robust and scalable manifold learning via landmark diffusion for long-term medical signal processing JMLR 2022
Hyperbolic Relevance Matching for Neural Keyphrase Extraction NAACL 2022
Asymmetric Proxy Loss for Multi-View Acoustic Word Embeddings INTERSPEECH 2022
Sort by Structure: Language Model Ranking as Dependency Probing NAACL 2022