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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Optimization Can Learn Johnson Lindenstrauss Embeddings NIPS 2024
FastGAS: Fast Graph-based Annotation Selection for In-Context Learning ACL 2024
Adjusting Interpretable Dimensions in Embedding Space with Human Judgments NAACL 2024
Improving Text Embeddings with Large Language Models ACL 2024
STEM: Unleashing the Power of Embeddings for Multi-Task Recommendation AAAI 2024
Team MLab at SemEval-2024 Task 8: Analyzing Encoder Embeddings for Detecting LLM-generated Text SEMEVAL 2024
A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization NIPS 2024
Anchoring Path for Inductive Relation Prediction in Knowledge Graphs AAAI 2024
Subspace Representations for Soft Set Operations and Sentence Similarities NAACL 2024
Deriving Entity-Specific Embeddings from Multi-Entity Sequences COLING 2024
FASTopic: Pretrained Transformer is a Fast, Adaptive, Stable, and Transferable Topic Model NIPS 2024
Set-based Neural Network Encoding Without Weight Tying NIPS 2024
Multi-Operational Mathematical Derivations in Latent Space NAACL 2024
Word-level prediction in Plains Cree: First steps NAACL 2024
Urban Region Embedding via Multi-View Contrastive Prediction AAAI 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
Story Embeddings — Narrative-Focused Representations of Fictional Stories EMNLP 2024
Harnessing Personalization Methods to Identify and Predict Unreliable Information Spreader Behavior NAACL 2024
OdiaGenAI’s Participation in WMT2024 English-to-Low Resource Multimodal Translation Task EMNLP 2024
Repurposing Language Models into Embedding Models: Finding the Compute-Optimal Recipe NIPS 2024
Multimodal Chart Retrieval: A Comparison of Text, Table and Image Based Approaches NAACL 2024
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes NAACL 2024
MILD Bot: Multidisciplinary Childhood Cancer Survivor Question-Answering Bot EMNLP 2024
Interpreting CLIP with Sparse Linear Concept Embeddings (SpLiCE) NIPS 2024
DyVo: Dynamic Vocabularies for Learned Sparse Retrieval with Entities EMNLP 2024