← Core Methods
Machine Learning › Core Methods ›

Embedding Learning

3751 directly classified papers

Papers per year

Papers

Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off NIPS 2022
Forward Compatible Training for Large-Scale Embedding Retrieval Systems CVPR 2022
CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search EMNLP 2022
Specializing Static and Contextual Embeddings in the Medical Domain Using Knowledge Graphs: Let’s Keep It Simple EMNLP 2022
OpticE: A Coherence Theory-Based Model for Link Prediction COLING 2022
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation EMNLP 2022
From One to All: Learning to Match Heterogeneous and Partially Overlapped Graphs AAAI 2022
Contrastive Quantization with Code Memory for Unsupervised Image Retrieval AAAI 2022
Data-Efficient Playlist Captioning With Musical and Linguistic Knowledge EMNLP 2022
ExpertPLM: Pre-training Expert Representation for Expert Finding EMNLP 2022
Guiding Neural Entity Alignment with Compatibility EMNLP 2022
Improving compositional generalization for multi-step quantitative reasoning in question answering EMNLP 2022
No Word Embedding Model Is Perfect: Evaluating the Representation Accuracy for Social Bias in the Media EMNLP 2022
You Are My Type! Type Embeddings for Pre-trained Language Models EMNLP 2022
Memotion Analysis through the Lens of Joint Embedding (Student Abstract) AAAI 2022
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings (Student Abstract) AAAI 2022
Ranking Info Noise Contrastive Estimation: Boosting Contrastive Learning via Ranked Positives AAAI 2022
Sharing Parameter by Conjugation for Knowledge Graph Embeddings in Complex Space COLING 2022
Graph Embeddings for Argumentation Quality Assessment EMNLP 2022
GammaE: Gamma Embeddings for Logical Queries on Knowledge Graphs EMNLP 2022
Neural-based Mixture Probabilistic Query Embedding for Answering FOL queries on Knowledge Graphs EMNLP 2022
WordTies: Measuring Word Associations in Language Models via Constrained Sampling EMNLP 2022
Graph-based Dynamic Word Embeddings IJCAI 2022
NTULM: Enriching Social Media Text Representations with Non-Textual Units COLING 2022
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP 2022