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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Analogy-Guided Evolutionary Pretraining of Binary Word Embeddings AACL 2022
CogKGE: A Knowledge Graph Embedding Toolkit and Benchmark for Representing Multi-source and Heterogeneous Knowledge ACL 2022
Recall@k Surrogate Loss With Large Batches and Similarity Mixup CVPR 2022
Learning and Evaluating Character Representations in Novels ACL 2022
Two Methods for Spoofing-Aware Speaker Verification: Multi-Layer Perceptron Score Fusion Model and Integrated Embedding Projector INTERSPEECH 2022
How to encode arbitrarily complex morphology in word embeddings, no corpus needed COLING 2022
Integrating Form and Meaning: A Multi-Task Learning Model for Acoustic Word Embeddings INTERSPEECH 2022
Scoring of Large-Margin Embeddings for Speaker Verification: Cosine or PLDA? INTERSPEECH 2022
Affective Retrofitted Word Embeddings IJCNLP 2022
UAlberta at LSCDiscovery: Lexical Semantic Change Detection via Word Sense Disambiguation ACL 2022
Domain Agnostic Few-shot Learning for Speaker Verification INTERSPEECH 2022
DF-ResNet: Boosting Speaker Verification Performance with Depth-First Design INTERSPEECH 2022
Compositionality as an Analogical Process: Introducing ANNE AACL 2022
Towards Multi-Scale Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis INTERSPEECH 2022
Aligning Word Vectors on Low-Resource Languages with Wiktionary COLING 2022
Integrating Language Guidance Into Vision-Based Deep Metric Learning CVPR 2022
Affective Retrofitted Word Embeddings AACL 2022
WordTies: Measuring Word Associations in Language Models via Constrained Sampling EMNLP 2022
Interactive Visualizations of Word Embeddings for K-12 Students AAAI 2022
Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings AAAI 2022
LeNSE: Learning To Navigate Subgraph Embeddings for Large-Scale Combinatorial Optimisation ICML 2022
You Are My Type! Type Embeddings for Pre-trained Language Models EMNLP 2022
Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge EMNLP 2022
ExpertPLM: Pre-training Expert Representation for Expert Finding EMNLP 2022
L-CoDe:Language-Based Colorization Using Color-Object Decoupled Conditions AAAI 2022