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representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

On the Effect of Isotropy on VAE Representations of Text ACL 2022
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings ACL 2022
Question Answering Infused Pre-training of General-Purpose Contextualized Representations ACL 2022
Virtual Augmentation Supported Contrastive Learning of Sentence Representations ACL 2022
Learning and Evaluating Character Representations in Novels ACL 2022
An Isotropy Analysis in the Multilingual BERT Embedding Space ACL 2022
Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference ACL 2022
UNIMO-2: End-to-End Unified Vision-Language Grounded Learning ACL 2022
Aligned Weight Regularizers for Pruning Pretrained Neural Networks ACL 2022
Can We Use Word Embeddings for Enhancing Guarani-Spanish Machine Translation? ACL 2022
On Isotropy Calibration of Transformer Models ACL 2022
From Hyperbolic Geometry Back to Word Embeddings ACL 2022
Analyzing Gender Representation in Multilingual Models ACL 2022
TempCaps: A Capsule Network-based Embedding Model for Temporal Knowledge Graph Completion ACL 2022
Insights into Pre-training via Simpler Synthetic Tasks NIPS 2022
A Contrastive Framework for Neural Text Generation NIPS 2022
FACT: Learning Governing Abstractions Behind Integer Sequences NIPS 2022
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training NIPS 2022
Efficient learning of nonlinear prediction models with time-series privileged information NIPS 2022
Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering NIPS 2022
Self-Supervised Learning via Maximum Entropy Coding NIPS 2022
Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records MLHC 2022
Federated Learning from Pre-Trained Models: A Contrastive Learning Approach NIPS 2022
The Mechanism of Prediction Head in Non-contrastive Self-supervised Learning NIPS 2022
MaskTune: Mitigating Spurious Correlations by Forcing to Explore NIPS 2022