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Embedding Learning

3751 directly classified papers

Papers per year

Papers

IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes NAACL 2024
FastGAS: Fast Graph-based Annotation Selection for In-Context Learning ACL 2024
YSP at SemEval-2024 Task 1: Enhancing Sentence Relatedness Assessment using Siamese Networks NAACL 2024
LongEmbed: Extending Embedding Models for Long Context Retrieval EMNLP 2024
M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation ACL 2024
SumCSE: Summary as a transformation for Contrastive Learning NAACL 2024
Multi-Operational Mathematical Derivations in Latent Space NAACL 2024
Improving Text Embeddings with Large Language Models ACL 2024
Combining Frame and GOP Embeddings for Neural Video Representation CVPR 2024
Taxonomy-guided Semantic Indexing for Academic Paper Search EMNLP 2024
Combining Observational Data and Language for Species Range Estimation NIPS 2024
Fusing Personal and Environmental Cues for Identification and Segmentation of First-Person Camera Wearers in Third-Person Views CVPR 2024
Graph-enhanced Optimizers for Structure-aware Recommendation Embedding Evolution NIPS 2024
Lexically Grounded Subword Segmentation EMNLP 2024
GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval AAAI 2024
RETUYT-INCO at MLSP 2024: Experiments on Language Simplification using Embeddings, Classifiers and Large Language Models NAACL 2024
Laying Anchors: Semantically Priming Numerals in Language Modeling NAACL 2024
Improve Dense Passage Retrieval with Entailment Tuning EMNLP 2024
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning NAACL 2024
Sample Efficient Learning of Factored Embeddings of Tensor Fields AISTATS 2024
Story Embeddings — Narrative-Focused Representations of Fictional Stories EMNLP 2024
Learning Structured Representations with Hyperbolic Embeddings NIPS 2024
An Empirical Comparison of Vocabulary Expansion and Initialization Approaches For Language Models CONLL 2024
Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024
Characterizing Human and Zero-Shot GPT-3.5 Object-Similarity Judgments NAACL 2024