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contrastive learning

3979 papers

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Also known as

CONTRASTIVE-IDM COCLR CMS CL HINCE CPL CA CPC CLUE RINCE LCA FCL SC CACO CLR JCL ITC SCL SOFT-IC MNR CBL SOLAR SUPCON NT-XENT KCL GACL SEMCL CRS CVCL MCR DML NCCL CLKS CLIP CLAP COLAM GCL SIMCTG NCL INFONCE NCE DCL ICOL LCL CCL

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

RevRIR: Joint Reverberant Speech and Room Impulse Response Embedding using Contrastive Learning with Application to Room Shape Classification INTERSPEECH 2024
Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents COLING 2024
Text-to-Multimodal Retrieval with Bimodal Input Fusion in Shared Cross-Modal Transformer COLING 2024
Unraveling Instance Associations: A Closer Look for Audio-Visual Segmentation CVPR 2024
Fine-tuning CLIP Text Encoders with Two-step Paraphrasing EACL 2024
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction EACL 2024
VOLTAGE: A Versatile Contrastive Learning based OCR Methodology for ultra low-resource scripts through Auto Glyph Feature Extraction EACL 2024
Bootstrap Your Own PLM: Boosting Semantic Features of PLMs for Unsuperivsed Contrastive Learning EACL 2024
An NCDE-based Framework for Universal Representation Learning of Time Series IJCAI 2024
Enhancing Dysarthric Speech Recognition for Unseen Speakers via Prototype-Based Adaptation INTERSPEECH 2024
Simple Temperature Cool-down in Contrastive Framework for Unsupervised Sentence Representation Learning EACL 2024
Learning High-Quality and General-Purpose Phrase Representations EACL 2024
Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning EACL 2024
Capturing the Relationship Between Sentence Triplets for LLM and Human-Generated Texts to Enhance Sentence Embeddings EACL 2024
Next Visit Diagnosis Prediction via Medical Code-Centric Multimodal Contrastive EHR Modelling with Hierarchical Regularisation EACL 2024
NJUST-KMG at TRAC-2024 Tasks 1 and 2: Offline Harm Potential Identification COLING 2024
Automatic Alignment of Discourse Relations of Different Discourse Annotation Frameworks COLING 2024
Zero-Shot Cross-Lingual Document-Level Event Causality Identification with Heterogeneous Graph Contrastive Transfer Learning COLING 2024
TaiChi: Improving the Robustness of NLP Models by Seeking Common Ground While Reserving Differences COLING 2024
Speech Analysis of Language Varieties in Italy COLING 2024
SDA: Simple Discrete Augmentation for Contrastive Sentence Representation Learning COLING 2024
Releasing the Capacity of GANs in Non-Autoregressive Image Captioning COLING 2024
Refining Idioms Semantics Comprehension via Contrastive Learning and Cross-Attention COLING 2024
Prior Relational Schema Assists Effective Contrastive Learning for Inductive Knowledge Graph Completion COLING 2024
Multi-domain Hate Speech Detection Using Dual Contrastive Learning and Paralinguistic Features COLING 2024