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Embedding Learning

3751 directly classified papers

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Papers

RefreshKV: Updating Small KV Cache During Long-form Generation ACL 2025
Enhancing Lexicon-Based Text Embeddings with Large Language Models ACL 2025
Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval ACL 2025
Cramming 1568 Tokens into a Single Vector and Back Again: Exploring the Limits of Embedding Space Capacity ACL 2025
Modeling Complex Semantics Relation with Contrastively Fine-Tuned Relational Encoders ACL 2025
Partial Colexifications Improve Concept Embeddings ACL 2025
Beyond the Average Reader: the Reader Embedding Approach ACL 2025
OASIS: Order-Augmented Strategy for Improved Code Search ACL 2025
RSCF: Relation-Semantics Consistent Filter for Entity Embedding of Knowledge Graph ACL 2025
Inducing lexicons of in-group language with socio-temporal context ACL 2025
Uni-Retrieval: A Multi-Style Retrieval Framework for STEM’s Education ACL 2025
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens ACL 2025
Large Language Models are Good Relational Learners ACL 2025
Steering into New Embedding Spaces: Analyzing Cross-Lingual Alignment Induced by Model Interventions in Multilingual Language Models ACL 2025
Hierarchical Level-Wise News Article Clustering via Multilingual Matryoshka Embeddings ACL 2025
Adapting General-Purpose Embedding Models to Private Datasets Using Keyword-based Retrieval ACL 2025
Direct Prompt Optimization with Continuous Representations ACL 2025
LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs ACL 2025
Enhancing Character-Level Understanding in LLMs through Token Internal Structure Learning ACL 2025
TokAlign: Efficient Vocabulary Adaptation via Token Alignment ACL 2025
Uncovering Visual-Semantic Psycholinguistic Properties from the Distributional Structure of Text Embedding Space ACL 2025
PRISM: A Framework for Producing Interpretable Political Bias Embeddings with Political-Aware Cross-Encoder ACL 2025
Less Is MuRE: Revisiting Shallow Knowledge Graph Embeddings EMNLP 2025
Maximal Matching Matters: Preventing Representation Collapse for Robust Cross-Modal Retrieval ACL 2025
Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering ACL 2025