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Contrastive Learning

1193 directly classified papers

Papers per year

Papers

Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona ACL 2023
Aspect-Category Enhanced Learning with a Neural Coherence Model for Implicit Sentiment Analysis EMNLP 2023
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training ACL 2023
CLAPSpeech: Learning Prosody from Text Context with Contrastive Language-Audio Pre-Training ACL 2023
Exploration of Contrastive Learning Strategies toward more Robust Stance Detection ACL 2023
UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis ACL 2023
RSVP: Customer Intent Detection via Agent Response Contrastive and Generative Pre-Training EMNLP 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization ACL 2023
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning ACL 2023
Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition EMNLP 2023
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding ACL 2023
RISE: Leveraging Retrieval Techniques for Summarization Evaluation ACL 2023
ConKI: Contrastive Knowledge Injection for Multimodal Sentiment Analysis ACL 2023
Distinguish Before Answer: Generating Contrastive Explanation as Knowledge for Commonsense Question Answering ACL 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback ACL 2023
Alleviating Exposure Bias via Multi-level Contrastive Learning and Deviation Simulation in Abstractive Summarization ACL 2023
Language Agnostic Multilingual Information Retrieval with Contrastive Learning ACL 2023
ML-LMCL: Mutual Learning and Large-Margin Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding ACL 2023
MaskCon: Masked Contrastive Learning for Coarse-Labelled Dataset CVPR 2023
Decoupling Pseudo Label Disambiguation and Representation Learning for Generalized Intent Discovery ACL 2023
Improving Factuality of Abstractive Summarization without Sacrificing Summary Quality ACL 2023
Multi-Relational Probabilistic Event Representation Learning via Projected Gaussian Embedding ACL 2023
Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning ACL 2023
RankCSE: Unsupervised Sentence Representations Learning via Learning to Rank ACL 2023
Continual Contrastive Finetuning Improves Low-Resource Relation Extraction ACL 2023