representation learning

6174 papers

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Also known as

WAV2VEC2.0 RL NRMS NDFS

Co-occurring keywords

contrastive learning (3979) self-supervised learning (3751) transfer learning (5442) neural network (6616) unsupervised learning (3255) graph neural network (3945) multimodal learning (4622) domain adaptation (4578) feature learning (1309) language model (4573)

Papers

A Distributional Perspective on Word Learning in Neural Language Models NAACL 2025

Exploring the Potential of Large Language Models for Heterophilic Graphs NAACL 2025

Characterizing the Role of Similarity in the Property Inferences of Language Models NAACL 2025

Mobility Data Representations for Spatiotemporal Tasks AAAI 2025

Developing Generative Recommender Systems for Government Subsidy Pro-Grams with a New RQ-VAE Model: Wello & the Korean Government Case AAAI 2025

BBN-U.Oregon’s ALERT system at GenAI Content Detection Task 3: Robust Authorship Style Representations for Cross-Domain Machine-Generated Text Detection COLING 2025

Social Recommendation via Graph-Level Counterfactual Augmentation AAAI 2025

Representation-driven Option Discovery in Reinforcement Learning AAAI 2025

Rethinking-based Code Summarization with Chain of Comments COLING 2025

Stop Jostling: Adaptive Negative Sampling Reduces the Marginalization of Low-Resource Language Tokens by Cross-Entropy Loss COLING 2025

Investigating Dictionary Expansion for Video-based Sign Language Dictionaries EMNLP 2025

VarCMP: Adapting Cross-Modal Pre-Training Models for Video Anomaly Retrieval AAAI 2025

High-Dimension Human Value Representation in Large Language Models NAACL 2025

On the Analysis and Distillation of Emergent Outlier Properties in Pre-trained Language Models NAACL 2025

Do Audio-Language Models Understand Linguistic Variations? NAACL 2025

Data-Efficiently Learn Large Language Model for Universal 3D Scene Perception NAACL 2025

SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse NAACL 2025

Interpret and Control Dense Retrieval with Sparse Latent Features NAACL 2025

Reverse Modeling in Large Language Models NAACL 2025

Learning A Unified Template for Gait Recognition ICCV 2025

Exploring Semantic Masked Autoencoder for Self-supervised Point Cloud Understanding IJCAI 2025

Transformer-based Causal Language Models Perform Clustering NAACL 2025

Enhancing Discriminative Representation in Similar Relation Clusters for Few-Shot Continual Relation Extraction NAACL 2025

Towards Knowledge Checking in Retrieval-augmented Generation: A Representation Perspective NAACL 2025

Heterogeneous Temporal Hypergraph Neural Network IJCAI 2025