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Embedding Learning

3751 directly classified papers

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Papers

Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting CVPR 2022
Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization AAAI 2022
How Does Knowledge Graph Embedding Extrapolate to Unseen Data: A Semantic Evidence View AAAI 2022
Acoustic Feature Shuffling Network for Text-independent Speaker Verification INTERSPEECH 2022
Recall@k Surrogate Loss With Large Batches and Similarity Mixup CVPR 2022
Towards Multi-Scale Speaking Style Modelling with Hierarchical Context Information for Mandarin Speech Synthesis INTERSPEECH 2022
Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference NAACL 2022
Integrating Language Guidance Into Vision-Based Deep Metric Learning CVPR 2022
Multi-Vector Models with Textual Guidance for Fine-Grained Scientific Document Similarity NAACL 2022
EASE: Entity-Aware Contrastive Learning of Sentence Embedding NAACL 2022
Boosted Dense Retriever NAACL 2022
Learning to Borrow– Relation Representation for Without-Mention Entity-Pairs for Knowledge Graph Completion NAACL 2022
Word Tour: One-dimensional Word Embeddings via the Traveling Salesman Problem NAACL 2022
On Metric Learning for Audio-Text Cross-Modal Retrieval INTERSPEECH 2022
Cross-lingual Feature Extraction from Monolingual Corpora for Low-resource Unsupervised Bilingual Lexicon Induction COLING 2022
Enhancing Embeddings for Speech Classification in Noisy Conditions INTERSPEECH 2022
Efficient Multilingual Multi-modal Pre-training through Triple Contrastive Loss COLING 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations IJCNLP 2022
Deep LSTM Spoken Term Detection using Wav2Vec 2.0 Recognizer INTERSPEECH 2022
Improving Voice Trigger Detection with Metric Learning INTERSPEECH 2022
WordTies: Measuring Word Associations in Language Models via Constrained Sampling EMNLP 2022
No Word Embedding Model Is Perfect: Evaluating the Representation Accuracy for Social Bias in the Media EMNLP 2022
Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning COLING 2022
SpaBERT: A Pretrained Language Model from Geographic Data for Geo-Entity Representation EMNLP 2022
Neural Fisher Discriminant Analysis: Optimal Neural Network Embeddings in Polynomial Time ICML 2022