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Embedding Learning

3751 directly classified papers

Papers per year

Papers

An Asymptotic Study of Discriminant and Vote-Averaging Schemes for Randomly-Projected Linear Discriminants JMLR 2024
FastGAS: Fast Graph-based Annotation Selection for In-Context Learning ACL 2024
Elote, Choclo and Mazorca: on the Varieties of Spanish NAACL 2024
Exploring Similarity Measures and Intertextuality in Vedic Sanskrit Literature EMNLP 2024
Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based Approaches NAACL 2024
ALIGN-SIM: A Task-Free Test Bed for Evaluating and Interpreting Sentence Embeddings through Semantic Similarity Alignment EMNLP 2024
Lexically Grounded Subword Segmentation EMNLP 2024
Combining Frame and GOP Embeddings for Neural Video Representation CVPR 2024
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP EMNLP 2024
Individuation in Neural Models with and without Visual Grounding EMNLP 2024
MBZUAI-UNAM at SemEval-2024 Task 1: Sentence-CROBI, a Simple Cross-Bi-Encoder-Based Neural Network Architecture for Semantic Textual Relatedness NAACL 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search EMNLP 2024
WarwickNLP at SemEval-2024 Task 1: Low-Rank Cross-Encoders for Efficient Semantic Textual Relatedness NAACL 2024
Relational Proxy Loss for Audio-Text based Keyword Spotting INTERSPEECH 2024
YSP at SemEval-2024 Task 1: Enhancing Sentence Relatedness Assessment using Siamese Networks NAACL 2024
Hyperspherical Classification with Dynamic Label-to-Prototype Assignment CVPR 2024
BITS Pilani at SemEval-2024 Task 1: Using text-embedding-3-large and LaBSE embeddings for Semantic Textual Relatedness NAACL 2024
MoSECroT: Model Stitching with Static Word Embeddings for Crosslingual Zero-shot Transfer NAACL 2024
RETUYT-INCO at MLSP 2024: Experiments on Language Simplification using Embeddings, Classifiers and Large Language Models NAACL 2024
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? NAACL 2024
Fusing Personal and Environmental Cues for Identification and Segmentation of First-Person Camera Wearers in Third-Person Views CVPR 2024
Leveraging the Structure of Pre-trained Embeddings to Minimize Annotation Effort NAACL 2024
Laying Anchors: Semantically Priming Numerals in Language Modeling NAACL 2024
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning NAACL 2024
Language Agnostic Code Embeddings NAACL 2024