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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

mPLM-Sim: Better Cross-Lingual Similarity and Transfer in Multilingual Pretrained Language Models EACL 2024
Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning EACL 2024
Automated Tone Transcription and Clustering with Tone2Vec EMNLP 2024
Exploring Intra and Inter-language Consistency in Embeddings with ICA EMNLP 2024
Understanding Higher-Order Correlations Among Semantic Components in Embeddings EMNLP 2024
Message Passing on Semantic-Anchor-Graphs for Fine-grained Emotion Representation Learning and Classification EMNLP 2024
Backward Lens: Projecting Language Model Gradients into the Vocabulary Space EMNLP 2024
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the CHATGPT Era and Beyond EACL 2024
Tracing the Roots of Facts in Multilingual Language Models: Independent, Shared, and Transferred Knowledge EACL 2024
Localization vs. Semantics: Visual Representations in Unimodal and Multimodal Models EACL 2024
More Discriminative Sentence Embeddings via Semantic Graph Smoothing EACL 2024
Simple Temperature Cool-down in Contrastive Framework for Unsupervised Sentence Representation Learning EACL 2024
The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based Models EACL 2024
VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction EACL 2024
Generative Dense Retrieval: Memory Can Be a Burden EACL 2024
Rethinking the Representation in Federated Unsupervised Learning with Non-IID Data CVPR 2024
Assessing Generalization for Subpopulation Representative Modeling via In-Context Learning EACL 2024
Assessing the Significance of Encoded Information in Contextualized Representations to Word Sense Disambiguation EACL 2024
Label Supervised Contrastive Learning for Imbalanced Text Classification in Euclidean and Hyperbolic Embedding Spaces EACL 2024
See Detail Say Clear: Towards Brain CT Report Generation via Pathological Clue-driven Representation Learning EMNLP 2024
Representational Isomorphism and Alignment of Multilingual Large Language Models EMNLP 2024
Detecting Machine-Generated Long-Form Content with Latent-Space Variables EMNLP 2024
Activation Scaling for Steering and Interpreting Language Models EMNLP 2024
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent Discovery EMNLP 2024
From Text Segmentation to Enhanced Representation Learning: A Novel Approach to Multi-Label Classification for Long Texts EMNLP 2024