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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

Variation and generality in encoding of syntactic anomaly information in sentence embeddings EMNLP 2021
Screening Gender Transfer in Neural Machine Translation EMNLP 2021
Scalable Rule-Based Representation Learning for Interpretable Classification NIPS 2021
Cross-lingual Cross-modal Pretraining for Multimodal Retrieval NAACL 2021
Generalisability of Topic Models in Cross-corpora Abusive Language Detection NAACL 2021
Towards Sample-efficient Overparameterized Meta-learning NIPS 2021
Unbiased Classification through Bias-Contrastive and Bias-Balanced Learning NIPS 2021
Detecting Individual Decision-Making Style: Exploring Behavioral Stylometry in Chess NIPS 2021
MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms NIPS 2021
Directed Graph Contrastive Learning NIPS 2021
STEP: Out-of-Distribution Detection in the Presence of Limited In-Distribution Labeled Data NIPS 2021
Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach NIPS 2021
Comparing Text Representations: A Theory-Driven Approach EMNLP 2021
All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality EMNLP 2021
What BERT Based Language Model Learns in Spoken Transcripts: An Empirical Study EMNLP 2021
Do Language Models Know the Way to Rome? EMNLP 2021
Wav-BERT: Cooperative Acoustic and Linguistic Representation Learning for Low-Resource Speech Recognition EMNLP 2021
Polar Embedding EMNLP 2021
Statistically Significant Detection of Semantic Shifts using Contextual Word Embeddings EMNLP 2021
When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training EMNLP 2021
Class-Disentanglement and Applications in Adversarial Detection and Defense NIPS 2021
Dialogue Response Generation via Contrastive Latent Representation Learning EMNLP 2021
Fairness via Representation Neutralization NIPS 2021
Inducing Stereotypical Character Roles from Plot Structure EMNLP 2021
How Fine-Tuning Allows for Effective Meta-Learning NIPS 2021