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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Asymmetric Proxy Loss for Multi-View Acoustic Word Embeddings INTERSPEECH 2022
Dynamic Topic Modeling by Clustering Embeddings from Pretrained Language Models: A Research Proposal IJCNLP 2022
Sinkformers: Transformers with Doubly Stochastic Attention AISTATS 2022
Cross-Modal Discrete Representation Learning ACL 2022
KeywordScape: Visual Document Exploration using Contextualized Keyword Embeddings EMNLP 2022
Vector Space Interpolation for Query Expansion IJCNLP 2022
Acoustic Feature Shuffling Network for Text-independent Speaker Verification INTERSPEECH 2022
Analogy-Guided Evolutionary Pretraining of Binary Word Embeddings IJCNLP 2022
Affective Retrofitted Word Embeddings AACL 2022
Recall@k Surrogate Loss With Large Batches and Similarity Mixup CVPR 2022
GraDual: Graph-Based Dual-Modal Representation for Image-Text Matching WACV 2022
Self-Supervised Representation Learning for High-Content Screening MIDL 2022
Multi-Graph Fusion Networks for Urban Region Embedding IJCAI 2022
All the Attention You Need: Global-Local, Spatial-Channel Attention for Image Retrieval WACV 2022
Represent, Compare, and Learn: A Similarity-Aware Framework for Class-Agnostic Counting CVPR 2022
Integrating Language Guidance Into Vision-Based Deep Metric Learning CVPR 2022
OpticE: A Coherence Theory-Based Model for Link Prediction COLING 2022
VICE: Variational Interpretable Concept Embeddings NIPS 2022
Incorporating the Rhetoric of Scientific Language into Sentence Embeddings using Phrase-guided Distant Supervision and Metric Learning COLING 2022
Infinite Recommendation Networks: A Data-Centric Approach NIPS 2022
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models ACL 2022
Contrastive and Non-Contrastive Self-Supervised Learning Recover Global and Local Spectral Embedding Methods NIPS 2022
Revisiting Statistical Laws of Semantic Shift in Romance Cognates COLING 2022
JRLV at SemEval-2022 Task 5: The Importance of Visual Elements for Misogyny Identification in Memes SEMEVAL 2022
Raccoons at SemEval-2022 Task 11: Leveraging Concatenated Word Embeddings for Named Entity Recognition SEMEVAL 2022