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Representation Learning

18863 directly classified papers

Papers per year

Papers

On the Additive Compositionality of Task Vectors in Vision–Language Models EACL 2026
LLMs Know More About Numbers than They Can Say EACL 2026
Semantic Token Clustering for Efficient Uncertainty Quantification in Large Language Models EACL 2026
SpatialMath: Spatial Comprehension-Infused Symbolic Reasoning for Mathematical Problem-Solving EACL 2026
Denoising Concept Vectors with Sparse Autoencoders for Improved Language Model Steering EACL 2026
ReAttn: Improving Attention-based Re-ranking via Attention Re-weighting EACL 2026
From Semantics to Style: A Cross-Dataset Comparative Framework for Sentence Similarity Predictions EACL 2026
KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge EACL 2026
Punctuations and Predicates in Language Models EACL 2026
Sequence Repetition Enhances Token Embeddings and Improves Sequence Labeling with Decoder-only Language Models EACL 2026
Semantic Echo Pathways (SEP): Tracing How Medical Language Propagates and Transforms EACL 2026
Out-Of-Tune rather than Fine-Tuned: How Pre-training, Fine-tuning and Tokenization Affect Semantic Similarity in a Historical, Non-Standardized Domain EACL 2026
DCSN-NLP at MWE-2026 AdMIRe 2: Bridging Literal and Figurative Meaning Through Hierarchical Multimodal Reasoning EACL 2026
Is Sentiment Banana-Shaped? Exploring the Geometry and Portability of Sentiment Concept Vectors EACL 2026
Contrastive Learning with Narrative Twins for Modeling Story Salience EACL 2026
Measuring Idiomaticity in Text Embedding Models with epsilon-compositionality EACL 2026
Unveiling Intrinsic Dimension of Texts: from Academic Abstract to Creative Story EACL 2026
DisGraph-RP: Graph-Augmented Temporal Modeling with Aspect-Based Contrastive Encoding of Discharge Summary for Readmission Prediction EACL 2026
Representation Collapse in Machine Translation Through the Lens of Angular Dispersion EACL 2026
Statistical Semantic Change Detection via Usage Similarities EACL 2026
A Subword Embedding Approach for Variation Detection in Luxembourgish User Comments EACL 2026
Teaching NLP in the AI Era: Experiences from the University of Latvia EACL 2026
Negative-Aware Diffusion Process for Temporal Knowledge Graph Extrapolation EACL 2026
Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization EACL 2026
SpatialActor: Exploring Disentangled Spatial Representations for Robust Robotic Manipulation AAAI 2026