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Embedding Learning

3751 directly classified papers

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Papers

MBZUAI-UNAM at SemEval-2024 Task 1: Sentence-CROBI, a Simple Cross-Bi-Encoder-Based Neural Network Architecture for Semantic Textual Relatedness NAACL 2024
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes NAACL 2024
Subspace Representations for Soft Set Operations and Sentence Similarities NAACL 2024
PASUM: A Pre-training Architecture for Social Media User Modeling Based on Text Graph COLING 2024
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP EMNLP 2024
Neural Feature Learning in Function Space JMLR 2024
YSP at SemEval-2024 Task 1: Enhancing Sentence Relatedness Assessment using Siamese Networks NAACL 2024
Topological Node2vec: Enhanced Graph Embedding via Persistent Homology JMLR 2024
ALIGN-SIM: A Task-Free Test Bed for Evaluating and Interpreting Sentence Embeddings through Semantic Similarity Alignment EMNLP 2024
MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer NAACL 2024
User Embedding Model for Personalized Language Prompting EACL 2024
Exploring Similarity Measures and Intertextuality in Vedic Sanskrit Literature EMNLP 2024
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? NAACL 2024
An Asymptotic Study of Discriminant and Vote-Averaging Schemes for Randomly-Projected Linear Discriminants JMLR 2024
MQuinE: a Cure for “Z-paradox” in Knowledge Graph Embedding EMNLP 2024
Personalized PCA: Decoupling Shared and Unique Features JMLR 2024
Italian Word Embeddings for the Medical Domain COLING 2024
Levenshtein Distance Embedding with Poisson Regression for DNA Storage AAAI 2024
RETUYT-INCO at MLSP 2024: Experiments on Language Simplification using Embeddings, Classifiers and Large Language Models NAACL 2024
BITS Pilani at SemEval-2024 Task 1: Using text-embedding-3-large and LaBSE embeddings for Semantic Textual Relatedness NAACL 2024
Elote, Choclo and Mazorca: on the Varieties of Spanish NAACL 2024
Multi-Operational Mathematical Derivations in Latent Space NAACL 2024
Language Agnostic Code Embeddings NAACL 2024
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings NAACL 2024
Linear Distance Metric Learning with Noisy Labels JMLR 2024