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Representation Learning

18,863 papers

Papers per year

Papers

Regional-TinyStories: A Small Language Model Framework for Evaluating Language Learning, Tokenizers, and Datasets IJCNLP 2025
A Comprehensive Text Optimization Approach to Bangla Summarization IJCNLP 2025
HateNet-BN at BLP-2025 Task 1: A Hierarchical Attention Approach for Bangla Hate Speech Detection IJCNLP 2025
Structure-Aware Chunking for Abstractive Summarization of Long Legal Documents IJCNLP 2025
A Review of Quantum Computing Approaches to Semantic Search and Text Classification in Natural Language Processing IJCNLP 2025
A Systematic Survey of Quantum Natural Language Processing: Models, Encoding Paradigms, and Evaluation Methods IJCNLP 2025
Overview of the Third Workshop for Artificial Intelligence for Scientific Publications IJCNLP 2025
Finding the Paper Behind the Data: Automatic Identification of Research Articles related to Data Publications IJCNLP 2025
AstroMLab 5: Structured Summaries and Concept Extraction for 400,000 Astrophysics Papers IJCNLP 2025
Continuous Fingerspelling Dataset for Indian Sign Language IJCNLP 2025
Cross-Linguistic Phonological Similarity Analysis in Sign Languages Using HamNoSys IJCNLP 2025
Pose-Based Sign Language Spotting via an End-to-End Encoder Architecture IJCNLP 2025
Enhancing Graph Representation Learning with Localized Topological Features JMLR 2025
Improving Graph Neural Networks on Multi-node Tasks with the Labeling Trick JMLR 2025
On the Approximation of Kernel functions JMLR 2025
Manifold Fitting under Unbounded Noise JMLR 2025
The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning JMLR 2025
Scaling ResNets in the Large-depth Regime JMLR 2025
Variance-Aware Estimation of Kernel Mean Embedding JMLR 2025
Estimation of Local Geometric Structure on Manifolds from Noisy Data JMLR 2025
Fine-Grained Change Point Detection for Topic Modeling with Pitman-Yor Process JMLR 2025
Learning causal graphs via nonlinear sufficient dimension reduction JMLR 2025
Efficient Numerical Integration in Reproducing Kernel Hilbert Spaces via Leverage Scores Sampling JMLR 2025
Score-based Causal Representation Learning: Linear and General Transformations JMLR 2025
Diffeomorphism-based feature learning using Poincaré inequalities on augmented input space JMLR 2025