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← Core Methods
Machine Learning
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Core Methods
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Representation Learning
18,863 papers
Papers per year
2000: 2
2001: 4
2002: 2
2003: 18
2004: 4
2005: 9
2006: 62
2007: 61
2008: 74
2009: 73
2010: 96
2011: 103
2012: 131
2013: 283
2014: 255
2015: 295
2016: 426
2017: 691
2018: 1066
2019: 1798
2020: 1830
2021: 2207
2022: 2109
2023: 2560
2024: 2177
2025: 1926
2026: 601
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
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