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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Label-aware Multi-level Contrastive Learning for Cross-lingual Spoken Language Understanding EMNLP 2022
A Simple Contrastive Learning Framework for Interactive Argument Pair Identification via Argument-Context Extraction EMNLP 2022
Low-resource Neural Machine Translation with Cross-modal Alignment EMNLP 2022
Dictionary-Assisted Supervised Contrastive Learning EMNLP 2022
PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings EMNLP 2022
Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning EMNLP 2022
Coherent Long Text Generation by Contrastive Soft Prompt EMNLP 2022
BioSimCSE: BioMedical Sentence Embeddings using Contrastive learning EMNLP 2022
A Benchmark Study of Contrastive Learning for Arabic Social Meaning EMNLP 2022
Explainability Guided COVID-19 Detection in CT Scans MIDL 2022
Towards high-fidelity singing voice conversion with acoustic reference and contrastive predictive coding INTERSPEECH 2022
Self-Supervised Learning with Multi-Target Contrastive Coding for Non-Native Acoustic Modeling of Mispronunciation Verification INTERSPEECH 2022
Probing the Role of Positional Information in Vision-Language Models NAACL 2022
Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances COLING 2022
Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases COLING 2022
CoCGAN: Contrastive Learning for Adversarial Category Text Generation COLING 2022
Improving Abstractive Dialogue Summarization with Speaker-Aware Supervised Contrastive Learning COLING 2022
LaPraDoR: Unsupervised Pretrained Dense Retriever for Zero-Shot Text Retrieval ACL 2022
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ACL 2022
Normalized Contrastive Learning for Text-Video Retrieval EMNLP 2022
Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning EMNLP 2022
Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022
A Localized Geometric Method to Match Knowledge in Low-dimensional Hyperbolic Space EMNLP 2022
Open-Topic False Information Detection on Social Networks with Contrastive Adversarial Learning EMNLP 2022
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text EMNLP 2022