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contrastive learning

3979 papers

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Also known as

CL

Co-occurring keywords

representation learning (6174) self-supervised learning (3751) multimodal learning (4622) unsupervised learning (3255) graph neural network (3945) vision-language model (2235) zero-shot learning (3637) domain adaptation (4578) large language model (12755) transfer learning (5442)

Papers

MiSS@WMT21: Contrastive Learning-reinforced Domain Adaptation in Neural Machine Translation EMNLP 2021
Dialogue Response Generation via Contrastive Latent Representation Learning EMNLP 2021
Semi-supervised Intent Discovery with Contrastive Learning EMNLP 2021
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models EMNLP 2021
Controlling Prosody in End-to-End TTS: A Case Study on Contrastive Focus Generation EMNLP 2021
Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning EMNLP 2021
Key Point Analysis via Contrastive Learning and Extractive Argument Summarization EMNLP 2021
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text NIPS 2021
Improving Self-supervised Learning with Automated Unsupervised Outlier Arbitration NIPS 2021
Large-Margin Contrastive Learning with Distance Polarization Regularizer ICML 2021
CVC: Contrastive Learning for Non-Parallel Voice Conversion INTERSPEECH 2021
Contrastive Learning of Cough Descriptors for Automatic COVID-19 Preliminary Diagnosis INTERSPEECH 2021
Token-Level Supervised Contrastive Learning for Punctuation Restoration INTERSPEECH 2021
CLDA: Contrastive Learning for Semi-Supervised Domain Adaptation NIPS 2021
Unsupervised Cross-Lingual Representation Learning for Speech Recognition INTERSPEECH 2021
Towards User-Driven Neural Machine Translation ACL 2021
CLINE: Contrastive Learning with Semantic Negative Examples for Natural Language Understanding ACL 2021
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ACL 2021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation ACL 2021
Contrastive Document Representation Learning with Graph Attention Networks EMNLP 2021
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation NIPS 2021
COHESIV: Contrastive Object and Hand Embedding Segmentation In Video NIPS 2021
Self-supervised Contrastive Cross-Modality Representation Learning for Spoken Question Answering EMNLP 2021
Self-Supervised Contrastive Learning for Efficient User Satisfaction Prediction in Conversational Agents NAACL 2021
Provable Representation Learning for Imitation with Contrastive Fourier Features NIPS 2021