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Representation Learning

18,863 papers

Papers per year

Papers

PolyJoin: Semantic Multi-key Joinable Table Search in Data Lakes NAACL 2025
Marrying LLMs with Dynamic Forecasting: A Graph Mixture-of-expert Perspective NAACL 2025
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity NAACL 2025
On the Impact of Noise in Differentially Private Text Rewriting NAACL 2025
LayAlign: Enhancing Multilingual Reasoning in Large Language Models via Layer-Wise Adaptive Fusion and Alignment Strategy NAACL 2025
From Argumentation to Deliberation: Perspectivized Stance Vectors for Fine-grained (Dis)agreement Analysis NAACL 2025
How much do contextualized representations encode long-range context? NAACL 2025
Tomato, Tomahto, Tomate: Do Multilingual Language Models Understand Based on Subword-Level Semantic Concepts? NAACL 2025
Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding NAACL 2025
Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework NAACL 2025
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs NAACL 2025
Transformer-based Causal Language Models Perform Clustering NAACL 2025
Large Language Models for Anomaly and Out-of-Distribution Detection: A Survey NAACL 2025
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers NAACL 2025
Reassessing Graph Linearization for Sequence-to-sequence AMR Parsing: On the Advantages and Limitations of Triple-Based NAACL 2025
AI Assistant for Socioeconomic Empowerment Using Federated Learning NAACL 2025
Mapping Hymns and Organizing Concepts in the Rigveda: Quantitatively Connecting the Vedic Suktas NAACL 2025
EduPo: Progress and Challenges of Automated Analysis and Generation of Czech Poetry NAACL 2025
Inspecting the Representation Manifold of Differentially-Private Text NAACL 2025
Large Language Models Are Overparameterized Text Encoders NAACL 2025
Probing Neural Network Generalization using Default Patterns NAACL 2025
Disentangling Linguistic Features with Dimension-Wise Analysis of Vector Embeddings NAACL 2025
Compass: Encrypted Semantic Search with High Accuracy OSDI 2025
Fine-Tuning Vision-Language-Action Models: Optimizing Speed and Success RSS 2025
Robot Data Curation with Mutual Information Estimators RSS 2025