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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

CroCo: Self-Supervised Pre-training for 3D Vision Tasks by Cross-View Completion NIPS 2022
DialAug: Mixing up Dialogue Contexts in Contrastive Learning for Robust Conversational Modeling COLING 2022
Improving Deep Embedded Clustering via Learning Cluster-level Representations COLING 2022
Type-enriched Hierarchical Contrastive Strategy for Fine-Grained Entity Typing COLING 2022
Document-Level Relation Extraction via Pair-Aware and Entity-Enhanced Representation Learning COLING 2022
Multi-modal Contrastive Representation Learning for Entity Alignment COLING 2022
KGE-CL: Contrastive Learning of Tensor Decomposition Based Knowledge Graph Embeddings COLING 2022
Effect of Post-processing on Contextualized Word Representations COLING 2022
Does BERT Rediscover a Classical NLP Pipeline? COLING 2022
Batch-Softmax Contrastive Loss for Pairwise Sentence Scoring Tasks NAACL 2022
LITE: Intent-based Task Representation Learning Using Weak Supervision NAACL 2022
Exploring the Role of Task Transferability in Large-Scale Multi-Task Learning NAACL 2022
How Gender Debiasing Affects Internal Model Representations, and Why It Matters NAACL 2022
Unified Semantic Typing with Meaningful Label Inference NAACL 2022
Do Trajectories Encode Verb Meaning? NAACL 2022
Analyzing Encoded Concepts in Transformer Language Models NAACL 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings NAACL 2022
Entity Linking via Explicit Mention-Mention Coreference Modeling NAACL 2022
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes NAACL 2022
Procedural Image Programs for Representation Learning NIPS 2022
An Attention-Based Method for Guiding Attribute-Aligned Speech Representation Learning INTERSPEECH 2022
Investigation into Target Speaking Rate Adaptation for Voice Conversion INTERSPEECH 2022
WideResNet with Joint Representation Learning and Data Augmentation for Cover Song Identification INTERSPEECH 2022
Impairment Representation Learning for Speech Quality Assessment INTERSPEECH 2022
Acoustic Representation Learning on Breathing and Speech Signals for COVID-19 Detection INTERSPEECH 2022