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Representation Learning

18,863 papers

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Papers

Generalized Embedding Models for Industry 4.0 Applications EMNLP 2025
CTR-Guided Generative Query Suggestion in Conversational Search EMNLP 2025
LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025
Boundary Matters: Leveraging Structured Text Plots for Long Text Outline Generation EMNLP 2025
Exploring Hyperbolic Hierarchical Structure for Multimodal Rumor Detection EMNLP 2025
Evaluation of Text-to-Image Generation from a Creativity Perspective EMNLP 2025
Two Steps from Hell: Compositionality on Chemical LMs EMNLP 2025
LAGCL4Rec: When LLMs Activate Interactions Potential in Graph Contrastive Learning for Recommendation EMNLP 2025
NLoRA: Nyström-Initiated Low-Rank Adaptation for Large Language Models EMNLP 2025
SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps EMNLP 2025
Data or Language Supervision: What Makes CLIP Better than DINO? EMNLP 2025
Towards Achieving Concept Completeness for Textual Concept Bottleneck Models EMNLP 2025
DLIR: Spherical Adaptation for Cross-Lingual Knowledge Transfer of Sociological Concepts Alignment EMNLP 2025
Zero-Shot Contextual Embeddings via Offline Synthetic Corpus Generation EMNLP 2025
On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions EMNLP 2025
PathoHR: Hierarchical Reasoning for Vision-Language Models in Pathology EMNLP 2025
Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective EMNLP 2025
Progressive Facial Granularity Aggregation with Bilateral Attribute-based Enhancement for Face-to-Speech Synthesis EMNLP 2025
Role-Guided Annotation and Prototype-Aligned Representation Learning for Historical Literature Sentiment Classification EMNLP 2025
Learning What to Remember: Adaptive Probabilistic Memory Retention for Memory-Efficient Language Models EMNLP 2025
GLProtein: Global-and-Local Structure Aware Protein Representation Learning EMNLP 2025
Enhancing Partially Relevant Video Retrieval with Robust Alignment Learning EMNLP 2025
Beyond the Scientific Document: A Citation-Aware Multi-Granular Summarization Approach with Heterogeneous Graphs EMNLP 2025
DeAR: Dual-Stage Document Reranking with Reasoning Agents via LLM Distillation EMNLP 2025
Discovering Semantic Subdimensions through Disentangled Conceptual Representations EMNLP 2025