← Learning Types
Machine Learning › Learning Types ›

Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank ACL 2023
Ranking-Enhanced Unsupervised Sentence Representation Learning ACL 2023
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning ACL 2023
Unlearning Bias in Language Models by Partitioning Gradients ACL 2023
Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding ACL 2023
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding ACL 2023
Contrastive Loss is All You Need to Recover Analogies as Parallel Lines ACL 2023
BpHigh at WASSA 2023: Using Contrastive Learning to build Sentence Transformer models for Multi-Class Emotion Classification in Code-mixed Urdu ACL 2023
Typo-Robust Representation Learning for Dense Retrieval ACL 2023
Language Agnostic Multilingual Information Retrieval with Contrastive Learning ACL 2023
SamToNe: Improving Contrastive Loss for Dual Encoder Retrieval Models with Same Tower Negatives ACL 2023
Towards Fewer Hallucinations in Knowledge-Grounded Dialogue Generation via Augmentative and Contrastive Knowledge-Dialogue ACL 2023
Context or Knowledge is Not Always Necessary: A Contrastive Learning Framework for Emotion Recognition in Conversations ACL 2023
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding ACL 2023
Masked Audio Text Encoders are Effective Multi-Modal Rescorers ACL 2023
Transferable and Efficient: Unifying Dynamic Multi-Domain Product Categorization ACL 2023
PMAES: Prompt-mapping Contrastive Learning for Cross-prompt Automated Essay Scoring ACL 2023
WACO: Word-Aligned Contrastive Learning for Speech Translation ACL 2023
ContraCLM: Contrastive Learning For Causal Language Model ACL 2023
PAED: Zero-Shot Persona Attribute Extraction in Dialogues ACL 2023
WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings ACL 2023
Wukong-Reader: Multi-modal Pre-training for Fine-grained Visual Document Understanding ACL 2023
Composition-contrastive Learning for Sentence Embeddings ACL 2023
UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation ACL 2023