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Embedding Learning

3751 directly classified papers

Papers per year

Papers

Operational Advice for Dense and Sparse Retrievers: HNSW, Flat, or Inverted Indexes? ACL 2025
Beyond Prompting: An Efficient Embedding Framework for Open-Domain Question Answering ACL 2025
Learning to Look at the Other Side: A Semantic Probing Study of Word Embeddings in LLMs with Enabled Bidirectional Attention ACL 2025
Memory Tokens: Large Language Models Can Generate Reversible Sentence Embeddings ACL 2025
LLM-Guided Semantic-Aware Clustering for Topic Modeling ACL 2025
Statistical Inference of Random Graphs With a Surrogate Likelihood Function JMLR 2025
GigaEmbeddings — Efficient Russian Language Embedding Model ACL 2025
On Entity Identification in Language Models ACL 2025
Self-Supervised Incremental Learning of Object Representations from Arbitrary Image Sets WACV 2025
Enhancing Future Link Prediction in Quantum Computing Semantic Networks through LLM-Initiated Node Features COLING 2025
Evaluating RAG Pipelines for Arabic Lexical Information Retrieval: A Comparative Study of Embedding and Generation Models COLING 2025
Testing Humor Theory Using Word and Sentence Embeddings COLING 2025
Collective Memory and Narrative Cohesion: A Computational Study of Palestinian Refugee Oral Histories in Lebanon COLING 2025
EWoRA: Expert Weighted Low-Rank Adaptation for Heterogeneous Data AACL 2025
GSID: Generative Semantic Indexing for E-Commerce Product Understanding EMNLP 2025
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings COLING 2025
GLoCIM: Global-view Long Chain Interest Modeling for news recommendation COLING 2025
CUNI-a at ArchEHR-QA 2025: Do we need Giant LLMs for Clinical QA? ACL 2025
Detecting Bias and Intersectional Bias in Italian Word Embeddings and Language Models ACL 2025
Multimodal Fact-Checking with Vision Language Models: A Probing Classifier based Solution with Embedding Strategies COLING 2025
CateEA: Enhancing Entity Alignment via Implicit Category Supervision COLING 2025
Developing Generative Recommender Systems for Government Subsidy Pro-Grams with a New RQ-VAE Model: Wello & the Korean Government Case AAAI 2025
Word2Vec4Kids: Interactive Challenges to Introduce Middle School Students to Word Embeddings AAAI 2025
AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks AAAI 2025
All You Need in Knowledge Distillation Is a Tailored Coordinate System AAAI 2025