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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

Boundary-Sensitive Pre-Training for Temporal Localization in Videos ICCV 2021
Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding ICCV 2021
Is BERT a Cross-Disciplinary Knowledge Learner? A Surprising Finding of Pre-trained Models’ Transferability EMNLP 2021
Enhancing Dual-Encoders with Question and Answer Cross-Embeddings for Answer Retrieval EMNLP 2021
Learning Mathematical Properties of Integers EMNLP 2021
Predicting Discourse Trees from Transformer-based Neural Summarizers NAACL 2021
Dynamically Disentangling Social Bias from Task-Oriented Representations with Adversarial Attack NAACL 2021
X-Class: Text Classification with Extremely Weak Supervision NAACL 2021
On learning and representing social meaning in NLP: a sociolinguistic perspective NAACL 2021
Tackling Fake News Detection by Interactively Learning Representations using Graph Neural Networks IJCNLP 2021
Scaling Deep Contrastive Learning Batch Size under Memory Limited Setup IJCNLP 2021
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking ACL 2021
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence ACL 2021
Disentangling syntax and semantics in the brain with deep networks ICML 2021
Task-Oriented Clustering for Dialogues EMNLP 2021
How is BERT surprised? Layerwise detection of linguistic anomalies IJCNLP 2021
Intrinsic Dimensionality Explains the Effectiveness of Language Model Fine-Tuning IJCNLP 2021
How Fast can BERT Learn Simple Natural Language Inference? EACL 2021
Refining BERT Embeddings for Document Hashing via Mutual Information Maximization EMNLP 2021
Learning disentangled representations via product manifold projection ICML 2021
Box Embeddings: An open-source library for representation learning using geometric structures EMNLP 2021
Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering ACL 2021
Polarized-VAE: Proximity Based Disentangled Representation Learning for Text Generation EACL 2021
Recent Trends in Word Sense Disambiguation: A Survey IJCAI 2021
Learning Universal Authorship Representations EMNLP 2021