conftrace_
← Learning Types
Machine Learning › Learning Types ›

Contrastive Learning

3,535 papers

Papers per year

Papers

Depression Detection in Clinical Interviews with LLM-Empowered Structural Element Graph NAACL 2024
On Learning to Summarize with Large Language Models as References NAACL 2024
SKICSE: Sentence Knowable Information Prompted by LLMs Improves Contrastive Sentence Embeddings NAACL 2024
ContrastiveMix: Overcoming Code-Mixing Dilemma in Cross-Lingual Transfer for Information Retrieval NAACL 2024
Do Vision-Language Models Understand Compound Nouns? NAACL 2024
Efficient Information Extraction in Few-Shot Relation Classification through Contrastive Representation Learning NAACL 2024
Concept Over Time Analysis: Unveiling Temporal Patterns for Qualitative Data Analysis NAACL 2024
FastFit: Fast and Effective Few-Shot Text Classification with a Multitude of Classes NAACL 2024
Improving Multi-lingual Alignment Through Soft Contrastive Learning NAACL 2024
Automatic Pair Construction for Contrastive Post-training NAACL 2024
EcoSpeak: Cost-Efficient Bias Mitigation for Partially Cross-Lingual Speaker Verification NAACL 2024
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning NAACL 2024
Matching Varying-Length Texts via Topic-Informed and Decoupled Sentence Embeddings NAACL 2024
CLGSI: A Multimodal Sentiment Analysis Framework based on Contrastive Learning Guided by Sentiment Intensity NAACL 2024
Contrastive Preference Learning for Neural Machine Translation NAACL 2024
SumCSE: Summary as a transformation for Contrastive Learning NAACL 2024
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning NAACL 2024
Exploring the Trade-off Between Model Performance and Explanation Plausibility of Text Classifiers Using Human Rationales NAACL 2024
Emotion-Anchored Contrastive Learning Framework for Emotion Recognition in Conversation NAACL 2024
Contrastive Learning as a Polarizer: Mitigating Gender Bias by Fair and Biased sentences NAACL 2024
News Deja Vu: Connecting Past and Present with Semantic Search NAACL 2024
Puer at SemEval-2024 Task 2: A BioLinkBERT Approach to Biomedical Natural Language Inference NAACL 2024
BDA at SemEval-2024 Task 4: Detection of Persuasion in Memes Across Languages with Ensemble Learning and External Knowledge NAACL 2024
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? NAACL 2024
ignore at SemEval-2024 Task 5: A Legal Classification Model with Summary Generation and Contrastive Learning NAACL 2024