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Representation Learning

18,863 papers

Papers per year

Papers

A Survey on Multi-View Knowledge Graph: Generation, Fusion, Applications and Future Directions IJCAI 2025
A Relaxed Symmetric Non-negative Matrix Factorization Approach for Community Discovery (Extended Abstract) IJCAI 2025
A Semantic Framework for Neurosymbolic Computation (Abstract Reprint) IJCAI 2025
Toward Interpretable Time Series Modeling: A Kernel Representation Perspective IJCAI 2025
VRD-IU: Lessons from Visually Rich Document Intelligence and Understanding IJCAI 2025
Enhancing ID and Text Fusion via Alternative Training in Session-based Recommendation IJCNLP 2025
Item-Language Model: Improving Large Language Model for Recommendation via Item-Language Representation Learning IJCNLP 2025
The Learning Dynamics of Subword Segmentation for Morphologically Diverse Languages IJCNLP 2025
wavCSE: Learning Fixed-size Unified Speech Embeddings via Feature-based Multi-Task Learning IJCNLP 2025
How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? IJCNLP 2025
Quantifying Phonosemantic Iconicity Distributionally in 6 Languages IJCNLP 2025
Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025
Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025
Breaking Bad: Norms for Valence, Arousal, and Dominance for over 10k English Multiword Expressions IJCNLP 2025
Large Language Models Encode Semantics and Alignment in Linearly Separable Representations IJCNLP 2025
Differential Mamba IJCNLP 2025
Language Arithmetics: Towards Systematic Language Neuron Identification and Manipulation IJCNLP 2025
Learning from Sufficient Rationales: Analysing the Relationship Between Explanation Faithfulness and Token-level Regularisation Strategies IJCNLP 2025
Rethinking Large Language Model Architectures for Sequential Recommendations IJCNLP 2025
ReGraph: Learning to Reformulate Graph Encodings with Large Language Models IJCNLP 2025
Rethinking Tokenization for Rich Morphology: The Dominance of Unigram over BPE and Morphological Alignment IJCNLP 2025
XL-DURel: Finetuning Sentence Transformers for Ordinal Word-in-Context Classification IJCNLP 2025
Logical Table-to-Text Generation: Challenges, Methods, and Reasoning IJCNLP 2025
EWoRA: Expert Weighted Low-Rank Adaptation for Heterogeneous Data IJCNLP 2025
Evaluating LLMs’ Reasoning Over Ordered Procedural Steps IJCNLP 2025