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Representation Learning
18863 directly classified 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
DCSN-NLP at MWE-2026 AdMIRe 2: Bridging Literal and Figurative Meaning Through Hierarchical Multimodal Reasoning
EACL 2026
Contrastive Integrated Gradients: A Feature Attribution-Based Method for Explaining Whole Slide Image Classification
WACV 2026
Histogram Assisted Quality Aware Generative Model for Resolution Invariant NIR Image Colorization
WACV 2026
ART: Actor-Related Tubelet for Detecting Complex-shaped Action Tubes
WACV 2026
CineVerse: Consistent Keyframe Synthesis for Cinematic Scene Composition
WACV 2026
Sequence Repetition Enhances Token Embeddings and Improves Sequence Labeling with Decoder-only Language Models
EACL 2026
Intention Knowledge Graph Construction for User Intention Relation Modeling
EACL 2026
How Do Language Models Acquire Character-Level Information?
EACL 2026
TreeBridge: Aligning LLM Embeddings in Industrial Recommender Systems
AAAI 2026
Semantic Echo Pathways (SEP): Tracing How Medical Language Propagates and Transforms
EACL 2026
IDEAlign: Comparing Ideas of Large Language Models to Domain Experts
EACL 2026
Transparent Semantic Change Detection with Dependency-Based Profiles
EACL 2026
Detecting Subtle Sense Shift with Polysemy-Aware Trends
EACL 2026
Chat-Ghosting: Methods for Auto-Completion in Dialog Systems
EACL 2026
Sycophancy Hides Linearly in the Attention Heads
EACL 2026
On the Additive Compositionality of Task Vectors in Vision–Language Models
EACL 2026
D3: Dynamic Docid Decoding for Multi-Intent Generative Retrieval
EACL 2026
Suppressing Final Layer Hidden State Jumps in Transformer Pretraining
EACL 2026
HumanGuideNet: Adapter-Based Alignment of Deep Neural Networks with Human Similarity Judgments
WACV 2026
Subspace-Guided Knowledge Distillation for Efficient Model Transfer
WACV 2026
SegMo: Segment-aligned Text to 3D Human Motion Generation
WACV 2026
Exploiting Label-Independent Regularization from Spatial Patterns for Whole Slide Image Analysis
WACV 2026
Interaction-via-Actions: Cattle Interaction Detection with Joint Learning of Action-Interaction Latent Space
WACV 2026
Statistical Semantic Change Detection via Usage Similarities
EACL 2026
TR-EduVSum: A Turkish-Focused Dataset and Consensus Framework for Educational Video Summarization
EACL 2026
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