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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

Shielded Representations: Protecting Sensitive Attributes Through Iterative Gradient-Based Projection ACL 2023
Numeric Magnitude Comparison Effects in Large Language Models ACL 2023
Exploring Anisotropy and Outliers in Multilingual Language Models for Cross-Lingual Semantic Sentence Similarity ACL 2023
Separating Context and Pattern: Learning Disentangled Sentence Representations for Low-Resource Extractive Summarization ACL 2023
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints ACL 2023
Controlled Text Generation with Hidden Representation Transformations ACL 2023
Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023
Learning Event-aware Measures for Event Coreference Resolution ACL 2023
Narrative Cloze as a Training Objective: Towards Modeling Stories Using Narrative Chain Embeddings ACL 2023
Interpreting Embedding Spaces by Conceptualization EMNLP 2023
Syntactic Substitutability as Unsupervised Dependency Syntax EMNLP 2023
Hierarchical Pretraining on Multimodal Electronic Health Records EMNLP 2023
Understanding the Inner-workings of Language Models Through Representation Dissimilarity EMNLP 2023
Cognate Transformer for Automated Phonological Reconstruction and Cognate Reflex Prediction EMNLP 2023
CRaSh: Clustering, Removing, and Sharing Enhance Fine-tuning without Full Large Language Model EMNLP 2023
Unraveling Feature Extraction Mechanisms in Neural Networks EMNLP 2023
Cabbage Sweeter than Cake? Analysing the Potential of Large Language Models for Learning Conceptual Spaces EMNLP 2023
Dissecting Recall of Factual Associations in Auto-Regressive Language Models EMNLP 2023
Bridging Information-Theoretic and Geometric Compression in Language Models EMNLP 2023
Multi-Source Probing for Open-Domain Conversational Understanding EMNLP 2023
Multi-view Contrastive Learning for Entity Typing over Knowledge Graphs EMNLP 2023
Unifying Discrete and Continuous Representations for Unsupervised Paraphrase Generation EMNLP 2023
Can Brain Signals Reveal Inner Alignment with Human Languages? EMNLP 2023
MingOfficial: A Ming Official Career Dataset and a Historical Context-Aware Representation Learning Framework EMNLP 2023
Content- and Topology-Aware Representation Learning for Scientific Multi-Literature EMNLP 2023