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Representation Learning

18863 directly classified papers

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Two Outliers at BEA 2025 Shared Task: Tutor Identity Classification using DiReC, a Two-Stage Disentangled Contrastive Representation ACL 2025
ThinkEdit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning Models EMNLP 2025
Advancing Generalization Across a Variety of Abstract Visual Reasoning Tasks IJCAI 2025
Detecting Manipulation in Ukrainian Telegram: A Transformer-Based Approach to Technique Classification and Span Identification ACL 2025
kh: Symmetry Understanding of 3D Shapes via Chirality Disentanglement ICCV 2025
DIACU: A dataset for the DIAchronic analysis of Church Slavonic ACL 2025
Axis-level Symmetry Detection with Group-Equivariant Representation ICCV 2025
Hierarchical Memory Organization for Wikipedia Generation ACL 2025
Colors See Colors Ignore: Clothes Changing ReID with Color Disentanglement ICCV 2025
How Programming Concepts and Neurons Are Shared in Code Language Models ACL 2025
Diff2I2P: Differentiable Image-to-Point Cloud Registration with Diffusion Prior ICCV 2025
RomanLens: The Role Of Latent Romanization In Multilinguality In LLMs ACL 2025
Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation ACL 2025
Resolving Token-Space Gradient Conflicts: Token Space Manipulation for Transformer-Based Multi-Task Learning ICCV 2025
Inductive Learning on Heterogeneous Graphs Enhanced by LLMs for Software Mention Detection ACL 2025
Persistent Homology of Topic Networks for the Prediction of Reader Curiosity ACL 2025
What does memory retrieval leave on the table? Modelling the Cost of Semi-Compositionality with MINERVA2 and sBERT ACL 2025
Hierarchical Classification of Propaganda Techniques in Slavic Texts in Hyperbolic Space ACL 2025
Document Attribution: Examining Citation Relationships using Large Language Models ACL 2025
IPA CHILDES & G2P+: Feature-Rich Resources for Cross-Lingual Phonology and Phonemic Language Modeling ACL 2025
Weight-of-Thought Reasoning: Exploring Neural Network Weights for Enhanced LLM Reasoning ACL 2025
Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025
High-Dimensional Interlingual Representations of Large Language Models ACL 2025
Transfer of Structural Knowledge from Synthetic Languages ACL 2025
Improving Prompt Generalization for Cross-prompt Essay Trait Scoring from the Scoring-invariance Perspective EMNLP 2025