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Representation Learning

18,863 papers

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Papers

Lemmatizing Dialectal Arabic with Sequence-to-Sequence Models EMNLP 2025
Tahḏīb: A Rhythm-Aware Phrase Insertion for Classical Arabic Poetry Composition EMNLP 2025
What is the Best Sequence Length for BabyLM? EMNLP 2025
A Comparison of Elementary Baselines for BabyLM EMNLP 2025
Modeling Tactics as Operators: Effect-Grounded Representations for Lean Theorem Proving EMNLP 2025
Extended Abstract for “Linguistic Universals”: Emergent Shared Features in Independent Monolingual Language Models via Sparse Autoencoders EMNLP 2025
How Can We Relate Language Modeling to Morphology? EMNLP 2025
SOI Matters: Analyzing Multi-Setting Training Dynamics in Pretrained Language Models via Subsets of Interest EMNLP 2025
Type and Complexity Signals in Multilingual Question Representations EMNLP 2025
Entropy2Vec: Crosslingual Language Modeling Entropy as End-to-End Learnable Language Representations EMNLP 2025
Language Surgery in Multilingual Large Language Models EMNLP 2025
Multilingual Learning Strategies in Multilingual Large Language Models EMNLP 2025
Label-Free Distinctiveness: Building a Continuous Trademark Scale via Synthetic Anchors EMNLP 2025
Evaluating Textual and Visual Semantic Neighborhoods of Abstract and Concrete Concepts EMNLP 2025
Modeling Language Learning in Corrective Feedback Interactions EMNLP 2025
DisCoCLIP: A Distributional Compositional Tensor Network Encoder for Vision-Language Understanding EMNLP 2025
Meaningful Pose-Based Sign Language Evaluation EMNLP 2025
GIIFT: Graph-guided Inductive Image-free Multimodal Machine Translation EMNLP 2025
DTW-Align: Bridging the Modality Gap in End-to-End Speech Translation with Dynamic Time Warping Alignment EMNLP 2025
Targeted Source Text Editing for Machine Translation: Exploiting Quality Estimators and Large Language Models EMNLP 2025
Self-Retrieval from Distant Contexts for Document-Level Machine Translation EMNLP 2025
A Preliminary Exploration of Phrase-Based SMT and Multi-BPE Segmentations through Concatenated Tokenised Corpora for Low-Resource Indian Languages EMNLP 2025
kh: Symmetry Understanding of 3D Shapes via Chirality Disentanglement ICCV 2025
Gradient Extrapolation for Debiased Representation Learning ICCV 2025
Federated Representation Angle Learning ICCV 2025