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contrastive learning

4032 papers

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CL

Co-occurring keywords

representation learning (6206) self-supervised learning (3777) multimodal learning (4645) unsupervised learning (3264) graph neural network (3962) vision-language model (2348) zero-shot learning (3650) domain adaptation (4595) large language model (13587) transfer learning (5449)

Papers

Improving Self-training with Prototypical Learning for Source-Free Domain Adaptation on Clinical Text ACL 2024
ContextBLIP: Doubly Contextual Alignment for Contrastive Image Retrieval from Linguistically Complex Descriptions ACL 2024
Efficient OCR for Building a Diverse Digital History ACL 2024
Learning Goal-Conditioned Representations for Language Reward Models NIPS 2024
Could Chemical Language Models benefit from Message Passing ACL 2024
VAEGPT-Sim: Improving Sentence Representation with Limited Corpus Using Gradually-Denoising VAE ACL 2024
Exploitation of a Latent Mechanism in Graph Contrastive Learning: Representation Scattering NIPS 2024
Chinchunmei at WASSA 2024 Empathy and Personality Shared Task: Boosting LLM’s Prediction with Role-play Augmentation and Contrastive Reasoning Calibration ACL 2024
ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings ACL 2024
XFACT Team0331 at PerspectiveArg2024: Sampling from Bounded Clusters for Diverse Relevant Argument Retrieval ACL 2024
STSPL-SSC: Semi-Supervised Few-Shot Short Text Clustering with Semantic text similarity Optimized Pseudo-Labels ACL 2024
SharedCon: Implicit Hate Speech Detection using Shared Semantics ACL 2024
MIST: Mutual Information Maximization for Short Text Clustering ACL 2024
Robust Sleep Staging over Incomplete Multimodal Physiological Signals via Contrastive Imagination NIPS 2024
How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval NIPS 2024
Skill-aware Mutual Information Optimisation for Zero-shot Generalisation in Reinforcement Learning NIPS 2024
Boosting Semi-Supervised Scene Text Recognition via Viewing and Summarizing NIPS 2024
Refine, Align, and Aggregate: Multi-view Linguistic Features Enhancement for Aspect Sentiment Triplet Extraction ACL 2024
Assessing News Thumbnail Representativeness: Counterfactual text can enhance the cross-modal matching ability ACL 2024
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024
Can We Learn Question, Answer, and Distractors All from an Image? A New Task for Multiple-choice Visual Question Answering COLING 2024
Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation AAAI 2024
ContraNovo: A Contrastive Learning Approach to Enhance De Novo Peptide Sequencing AAAI 2024
MCL-NER: Cross-Lingual Named Entity Recognition via Multi-View Contrastive Learning AAAI 2024
PH-Net: Semi-Supervised Breast Lesion Segmentation via Patch-wise Hardness CVPR 2024