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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

Vision Language Pre-training by Contrastive Learning with Cross-Modal Similarity Regulation ACL 2023
PESCO: Prompt-enhanced Self Contrastive Learning for Zero-shot Text Classification ACL 2023
Ranking-Enhanced Unsupervised Sentence Representation Learning ACL 2023
Composition-contrastive Learning for Sentence Embeddings ACL 2023
LM-CPPF: Paraphrasing-Guided Data Augmentation for Contrastive Prompt-Based Few-Shot Fine-Tuning ACL 2023
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality ACL 2023
Contrastive Bootstrapping for Label Refinement ACL 2023
Debiasing Generative Named Entity Recognition by Calibrating Sequence Likelihood ACL 2023
UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation ACL 2023
MOSPC: MOS Prediction Based on Pairwise Comparison ACL 2023
Improving Named Entity Recognition via Bridge-based Domain Adaptation ACL 2023
Towards Robust Ranker for Text Retrieval ACL 2023
Enhancing Hierarchical Text Classification through Knowledge Graph Integration ACL 2023
Improving Knowledge Graph Completion with Generative Hard Negative Mining ACL 2023
CoMave: Contrastive Pre-training with Multi-scale Masking for Attribute Value Extraction ACL 2023
Similarizing the Influence of Words with Contrastive Learning to Defend Word-level Adversarial Text Attack ACL 2023
Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition ACL 2023
An Effective Deployment of Contrastive Learning in Multi-label Text Classification ACL 2023
Neural Topic Modeling based on Cycle Adversarial Training and Contrastive Learning ACL 2023
Masked Audio Text Encoders are Effective Multi-Modal Rescorers ACL 2023
Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training ACL 2023
Improving Classroom Dialogue Act Recognition from Limited Labeled Data with Self-Supervised Contrastive Learning Classifiers ACL 2023
Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog ACL 2023
Structure-Aware Language Model Pretraining Improves Dense Retrieval on Structured Data ACL 2023
RC3: Regularized Contrastive Cross-lingual Cross-modal Pre-training ACL 2023