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Embedding Learning

3,753 papers

Papers per year

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Papers

Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval ICML 2022
Negative Sample Matters: A Renaissance of Metric Learning for Temporal Grounding AAAI 2022
Cross-Species 3D Face Morphing via Alignment-Aware Controller AAAI 2022
Interactive Auido-text Representation for Automated Audio Captioning with Contrastive Learning INTERSPEECH 2022
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022
Language Models as Knowledge Embeddings IJCAI 2022
A Survey on Word Meta-Embedding Learning IJCAI 2022
Team TMA at SemEval-2022 Task 8: Lightweight and Language-Agnostic News Similarity Classifier NAACL 2022
Infinite Recommendation Networks: A Data-Centric Approach NIPS 2022
Leveraging knowledge graphs to update scientific word embeddings using latent semantic imputation AACL 2022
Dense Template Retrieval for Customer Support COLING 2022
Improving Word Translation via Two-Stage Contrastive Learning ACL 2022
On Metric Learning for Audio-Text Cross-Modal Retrieval INTERSPEECH 2022
Online Enhanced Semantic Hashing: Towards Effective and Efficient Retrieval for Streaming Multi-Modal Data AAAI 2022
Personalized Federated Learning through Local Memorization ICML 2022
English-Malay Cross-Lingual Embedding Alignment using Bilingual Lexicon Augmentation ACL 2022
Using BERT Embeddings to Model Word Importance in Conversational Transcripts for Deaf and Hard of Hearing Users ACL 2022
Exploring the Impact of Negative Samples of Contrastive Learning: A Case Study of Sentence Embedding ACL 2022
Gaussian Copula Embeddings NIPS 2022
Neural Fisher Discriminant Analysis: Optimal Neural Network Embeddings in Polynomial Time ICML 2022
Fine-Grained matching with multi-perspective similarity modeling for cross-modal retrieval UAI 2022
EMScore: Evaluating Video Captioning via Coarse-Grained and Fine-Grained Embedding Matching CVPR 2022
Large Scale Substitution-based Word Sense Induction ACL 2022
MIM-DG: Mutual information minimization-based domain generalization for speaker verification INTERSPEECH 2022
Letters From the Past: Modeling Historical Sound Change Through Diachronic Character Embeddings ACL 2022