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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

SimCKP: Simple Contrastive Learning of Keyphrase Representations EMNLP 2023
Watermarking PLMs on Classification Tasks by Combining Contrastive Learning with Weight Perturbation EMNLP 2023
Hallucination Detection for Grounded Instruction Generation EMNLP 2023
Modeling Highlighting of Metaphors in Multitask Contrastive Learning Paradigms EMNLP 2023
Improving Contrastive Learning of Sentence Embeddings with Focal InfoNCE EMNLP 2023
Co2PT: Mitigating Bias in Pre-trained Language Models through Counterfactual Contrastive Prompt Tuning EMNLP 2023
How to Train Your Dragon: Diverse Augmentation Towards Generalizable Dense Retrieval EMNLP 2023
Contrastive Distant Supervision for Debiased and Denoised Machine Reading Comprehension EMNLP 2023
Stylized Dialogue Generation with Feature-Guided Knowledge Augmentation EMNLP 2023
TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding EMNLP 2023
DistillCSE: Distilled Contrastive Learning for Sentence Embeddings EMNLP 2023
Contrastive Deterministic Autoencoders For Language Modeling EMNLP 2023
COUNT: COntrastive UNlikelihood Text Style Transfer for Text Detoxification EMNLP 2023
CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text EMNLP 2023
Instances and Labels: Hierarchy-aware Joint Supervised Contrastive Learning for Hierarchical Multi-Label Text Classification EMNLP 2023
Ranking LLM-Generated Loop Invariants for Program Verification EMNLP 2023
Towards Better Representations for Multi-Label Text Classification with Multi-granularity Information EMNLP 2023
PCMID: Multi-Intent Detection through Supervised Prototypical Contrastive Learning EMNLP 2023
A Novel Contrastive Learning Method for Clickbait Detection on RoCliCo: A Romanian Clickbait Corpus of News Articles EMNLP 2023
ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery EMNLP 2023
Aspect-to-Scope Oriented Multi-view Contrastive Learning for Aspect-based Sentiment Analysis EMNLP 2023
Contrastive Learning-based Sentence Encoders Implicitly Weight Informative Words EMNLP 2023
ConPrompt: Pre-training a Language Model with Machine-Generated Data for Implicit Hate Speech Detection EMNLP 2023
PersonaLM: Language Model Personalization via Domain-distributed Span Aggregated K-Nearest N-gram Retrieval Augmentation EMNLP 2023
Aspect-Category Enhanced Learning with a Neural Coherence Model for Implicit Sentiment Analysis EMNLP 2023