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Contrastive Learning

3,535 papers

Papers per year

Papers

Context or Knowledge is Not Always Necessary: A Contrastive Learning Framework for Emotion Recognition in Conversations ACL 2023
DEnsity: Open-domain Dialogue Evaluation Metric using Density Estimation ACL 2023
Intent Discovery with Frame-guided Semantic Regularization and Augmentation ACL 2023
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding ACL 2023
Assisting Language Learners: Automated Trans-Lingual Definition Generation via Contrastive Prompt Learning ACL 2023
ACTA: Short-Answer Grading in High-Stakes Medical Exams ACL 2023
Sentiment-guided Transformer with Severity-aware Contrastive Learning for Depression Detection on Social Media ACL 2023
Contrastive Hierarchical Discourse Graph for Scientific Document Summarization ACL 2023
COFFEE: A Contrastive Oracle-Free Framework for Event Extraction ACL 2023
CoSiNES: Contrastive Siamese Network for Entity Standardization ACL 2023
Enhancing text comprehension for Question Answering with Contrastive Learning ACL 2023
Contrastive Loss is All You Need to Recover Analogies as Parallel Lines ACL 2023
MarsEclipse at SemEval-2023 Task 3: Multi-lingual and Multi-label Framing Detection with Contrastive Learning ACL 2023
Zhegu at SemEval-2023 Task 9: Exponential Penalty Mean Squared Loss for Multilingual Tweet Intimacy Analysis ACL 2023
SUTNLP at SemEval-2023 Task 10: RLAT-Transformer for explainable online sexism detection ACL 2023
Mao-Zedong at SemEval-2023 Task 4: Label Represention Multi-Head Attention Model with Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification ACL 2023
PCJ at SemEval-2023 Task 10: A Ensemble Model Based on Pre-trained Model for Sexism Detection and Classification in English ACL 2023
TAM of SCNU at SemEval-2023 Task 1: FCLL: A Fine-grained Contrastive Language-Image Learning Model for Cross-language Visual Word Sense Disambiguation ACL 2023
NLP_CHRISTINE at SemEval-2023 Task 10: Utilizing Transformer Contextual Representations and Ensemble Learning for Sexism Detection on Social Media Texts ACL 2023
T.M. Scanlon at SemEval-2023 Task 4: Leveraging Pretrained Language Models for Human Value Argument Mining with Contrastive Learning ACL 2023
YNU-HPCC at SemEval-2023 Task7: Multi-evidence Natural Language Inference for Clinical Trial Data Based a BioBERT Model ACL 2023
Team INF-UFRGS at SemEval-2023 Task 7: Supervised Contrastive Learning for Pair-level Sentence Classification and Evidence Retrieval ACL 2023
mCPT at SemEval-2023 Task 3: Multilingual Label-Aware Contrastive Pre-Training of Transformers for Few- and Zero-shot Framing Detection ACL 2023
Billy-Batson at SemEval-2023 Task 5: An Information Condensation based System for Clickbait Spoiling ACL 2023
Arithmetic-Based Pretraining Improving Numeracy of Pretrained Language Models ACL 2023