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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

Semantic-aware Contrastive Learning for More Accurate Semantic Parsing EMNLP 2022
Contrasting the landscape of contrastive and non-contrastive learning AISTATS 2022
Momentum Contrastive Pre-training for Question Answering EMNLP 2022
RelCLIP: Adapting Language-Image Pretraining for Visual Relationship Detection via Relational Contrastive Learning EMNLP 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning AACL 2022
One Model to Edit Them All: Free-Form Text-Driven Image Manipulation with Semantic Modulations NIPS 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis EMNLP 2022
Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation EMNLP 2022
Generative Data Augmentation with Contrastive Learning for Zero-Shot Stance Detection EMNLP 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings EMNLP 2022
Cross-Modal Similarity-Based Curriculum Learning for Image Captioning EMNLP 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning EMNLP 2022
UniMSE: Towards Unified Multimodal Sentiment Analysis and Emotion Recognition EMNLP 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework EMNLP 2022
Contrastive Learning with Expectation-Maximization for Weakly Supervised Phrase Grounding EMNLP 2022
JointCL: A Joint Contrastive Learning Framework for Zero-Shot Stance Detection ACL 2022
New Intent Discovery with Pre-training and Contrastive Learning ACL 2022
RoCBert: Robust Chinese Bert with Multimodal Contrastive Pretraining ACL 2022
Sentence-aware Contrastive Learning for Open-Domain Passage Retrieval ACL 2022
Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning ACL 2022
Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages ACL 2022
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022
Contrastive Visual Semantic Pretraining Magnifies the Semantics of Natural Language Representations ACL 2022
Multilingual Molecular Representation Learning via Contrastive Pre-training ACL 2022
Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022