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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

Language Model Pre-training on True Negatives AAAI 2023
Improving Interpretability of Deep Sequential Knowledge Tracing Models with Question-centric Cognitive Representations AAAI 2023
Joint Self-Supervised Image-Volume Representation Learning with Intra-inter Contrastive Clustering AAAI 2023
Internal Robust Representations for Domain Generalization AAAI 2023
kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023
Text Style Transfer with Contrastive Transfer Pattern Mining ACL 2023
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction ACL 2023
Understanding and Bridging the Modality Gap for Speech Translation ACL 2023
Prototype-Guided Pseudo Labeling for Semi-Supervised Text Classification ACL 2023
Denoising Bottleneck with Mutual Information Maximization for Video Multimodal Fusion ACL 2023
infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information ACL 2023
Syntax and Geometry of Information ACL 2023
TextObfuscator: Making Pre-trained Language Model a Privacy Protector via Obfuscating Word Representations ACL 2023
Easy to Decide, Hard to Agree: Reducing Disagreements Between Saliency Methods ACL 2023
The Hidden Folk: Linguistic Properties Encoded in Multilingual Contextual Character Representations ACL 2023
Exploiting Knowledge about Discourse Relations for Implicit Discourse Relation Classification ACL 2023
Measuring Progress in Fine-grained Vision-and-Language Understanding ACL 2023
HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation ACL 2023
Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning ACL 2023
Learning “O” Helps for Learning More: Handling the Unlabeled Entity Problem for Class-incremental NER ACL 2023
ConFEDE: Contrastive Feature Decomposition for Multimodal Sentiment Analysis ACL 2023
On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning ACL 2023
Improving Syntactic Probing Correctness and Robustness with Control Tasks ACL 2023
Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog ACL 2023
Distributed Marker Representation for Ambiguous Discourse Markers and Entangled Relations ACL 2023