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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

Probing LLMs for Joint Encoding of Linguistic Categories EMNLP 2023
VISTA: Visual-Textual Knowledge Graph Representation Learning EMNLP 2023
Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023
Unleashing the Power of Language Models in Text-Attributed Graph EMNLP 2023
Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information EMNLP 2023
NLMs: Augmenting Negation in Language Models EMNLP 2023
DocSplit: Simple Contrastive Pretraining for Large Document Embeddings EMNLP 2023
Learning Dynamic Representations for Discourse Dependency Parsing EMNLP 2023
Improving Multimodal Sentiment Analysis: Supervised Angular margin-based Contrastive Learning for Enhanced Fusion Representation EMNLP 2023
Contrastive Pre-training for Personalized Expert Finding EMNLP 2023
KnowTellConvince at ArAIEval Shared Task: Disinformation and Persuasion Detection in Arabic using Similar and Contrastive Representation Alignment EMNLP 2023
Pre-Training Protein Encoder via Siamese Sequence-Structure Diffusion Trajectory Prediction NIPS 2023
LART: Neural Correspondence Learning with Latent Regularization Transformer for 3D Motion Transfer NIPS 2023
Modulated Neural ODEs NIPS 2023
SEVA: Leveraging sketches to evaluate alignment between human and machine visual abstraction NIPS 2023
Understanding Few-Shot Learning: Measuring Task Relatedness and Adaptation Difficulty via Attributes NIPS 2023
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models NIPS 2023
Learning Adversarial Low-rank Markov Decision Processes with Unknown Transition and Full-information Feedback NIPS 2023
Detecting Deepfakes With Self-Blended Images CVPR 2022
Principled Paraphrase Generation with Parallel Corpora ACL 2022
Probing as Quantifying Inductive Bias ACL 2022
Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets ACL 2022
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion ACL 2022
The Grammar-Learning Trajectories of Neural Language Models ACL 2022
Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining ACL 2022