← Learning Types
Machine Learning › Learning Types ›

Representation Learning

2843 directly classified papers

Papers per year

Papers

Adaptive Prototype Replay for Class Incremental Semantic Segmentation AAAI 2025
Filipino Benchmarks for Measuring Sexist and Homophobic Bias in Multilingual Language Models from Southeast Asia COLING 2025
Representation-driven Option Discovery in Reinforcement Learning AAAI 2025
Stop Jostling: Adaptive Negative Sampling Reduces the Marginalization of Low-Resource Language Tokens by Cross-Entropy Loss COLING 2025
A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ACL 2025
LogicPro: Improving Complex Logical Reasoning via Program-Guided Learning ACL 2025
GRaMPa: Subword Regularisation by Skewing Uniform Segmentation Distributions with an Efficient Path-counting Markov Model ACL 2025
HyperHatePrompt: A Hypergraph-based Prompting Fusion Model for Multimodal Hate Detection COLING 2025
Analyzing LLMs’ Knowledge Boundary Cognition Across Languages Through the Lens of Internal Representations ACL 2025
Where do LLMs Encode the Knowledge to Assess the Ambiguity? COLING 2025
Tracing and Dissecting How LLMs Recall Factual Knowledge for Real World Questions ACL 2025
NLPrompt: Noise-Label Prompt Learning for Vision-Language Models CVPR 2025
Language Models Grow Less Humanlike beyond Phase Transition ACL 2025
FMD-Mllama at the Financial Misinformation Detection Challenge Task: Multimodal Reasoning and Evidence Generation COLING 2025
A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025
Improving Multimodal Learning via Imbalanced Learning ICCV 2025
Interpretable Image Classification via Non-parametric Part Prototype Learning CVPR 2025
Self-Expansion of Pre-trained Models with Mixture of Adapters for Continual Learning CVPR 2025
DepthCues: Evaluating Monocular Depth Perception in Large Vision Models CVPR 2025
Information Locality as an Inductive Bias for Neural Language Models ACL 2025
How Persuasive Is Your Context? EMNLP 2025
Behavioural vs. Representational Systematicity in End-to-End Models: An Opinionated Survey ACL 2025
SEAL: Semantic Attention Learning for Long Video Representation CVPR 2025
Improving Rule-based Reasoning in LLMs using Neurosymbolic Representations EMNLP 2025
Information-Guided Identification of Training Data Imprint in (Proprietary) Large Language Models NAACL 2025