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Metric Learning

2800 directly classified papers

Papers per year

Papers

Enabling Cross-Platform Comparison of Online Communities Using Content and Opinion Similarity EMNLP 2024
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning NIPS 2024
Noam Chomsky at SemEval-2023 Task 4: Hierarchical Similarity-aware Model for Human Value Detection ACL 2023
xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages ACL 2023
Dissecting Deep Metric Learning Losses for Image-Text Retrieval WACV 2023
HyperShot: Few-Shot Learning by Kernel HyperNetworks WACV 2023
DualGATs: Dual Graph Attention Networks for Emotion Recognition in Conversations ACL 2023
RE-Matching: A Fine-Grained Semantic Matching Method for Zero-Shot Relation Extraction ACL 2023
BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric ACL 2023
Massively Multilingual Lexical Specialization of Multilingual Transformers ACL 2023
What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation ACL 2023
Additive manifesto decomposition: A policy domain aware method for understanding party positioning ACL 2023
GeneCIS: A Benchmark for General Conditional Image Similarity CVPR 2023
Auto-req: Automatic detection of pre-requisite dependencies between academic videos ACL 2023
Acquiring Frame Element Knowledge with Deep Metric Learning for Semantic Frame Induction ACL 2023
CHEER: Centrality-aware High-order Event Reasoning Network for Document-level Event Causality Identification ACL 2023
Cross-Modality Person Re-identification with Memory-Based Contrastive Embedding AAAI 2023
Quantifying Train-Evaluation Overlap with Nearest Neighbors ACL 2023
Rotation-Invariant Transformer for Point Cloud Matching CVPR 2023
Small Transformers Compute Universal Metric Embeddings JMLR 2023
Cross-Modality Earth Mover’s Distance for Visible Thermal Person Re-identification AAAI 2023
Event Process Typing via Hierarchical Optimal Transport AAAI 2023
GPTCache: An Open-Source Semantic Cache for LLM Applications Enabling Faster Answers and Cost Savings EMNLP 2023
Use of NLP in the Context of Belief states of Ethnic Minorities in Latin America ACL 2023
Unbalanced Optimal Transport for Unbalanced Word Alignment ACL 2023