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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Entity Contrastive Learning in a Large-Scale Virtual Assistant System ACL 2023
Multimedia Generative Script Learning for Task Planning ACL 2023
Contrastive Learning of Sociopragmatic Meaning in Social Media ACL 2023
Focusing, Bridging and Prompting for Few-shot Nested Named Entity Recognition ACL 2023
Improving Knowledge Graph Completion with Generative Hard Negative Mining ACL 2023
Phrase Retrieval for Open Domain Conversational Question Answering with Conversational Dependency Modeling via Contrastive Learning ACL 2023
BigVideo: A Large-scale Video Subtitle Translation Dataset for Multimodal Machine Translation ACL 2023
Improving Classroom Dialogue Act Recognition from Limited Labeled Data with Self-Supervised Contrastive Learning Classifiers ACL 2023
Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses ACL 2023
Adversarial Knowledge Stimulated Contrastive Prompting for Few-shot Language Learners ACL 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization ACL 2023
MarsEclipse at SemEval-2023 Task 3: Multi-lingual and Multi-label Framing Detection with Contrastive Learning ACL 2023
Arithmetic-Based Pretraining Improving Numeracy of Pretrained Language Models ACL 2023
Can Sequence-to-Sequence Transformers Naturally Understand Sequential Instructions? ACL 2023
Improving Factuality of Abstractive Summarization via Contrastive Reward Learning ACL 2023
Effective Contrastive Weighting for Dense Query Expansion ACL 2023
The CRINGE Loss: Learning what language not to model ACL 2023
ACROSS: An Alignment-based Framework for Low-Resource Many-to-One Cross-Lingual Summarization ACL 2023
Unsupervised Dense Retrieval with Relevance-Aware Contrastive Pre-Training ACL 2023
Exploration of Contrastive Learning Strategies toward more Robust Stance Detection ACL 2023
Global and Local Hierarchy-aware Contrastive Framework for Implicit Discourse Relation Recognition ACL 2023
Three Stream Based Multi-level Event Contrastive Learning for Text-Video Event Extraction EMNLP 2023
Query-as-context Pre-training for Dense Passage Retrieval EMNLP 2023
Enhancing the Ranking Context of Dense Retrieval through Reciprocal Nearest Neighbors EMNLP 2023
Unsupervised Sounding Pixel Learning EMNLP 2023