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

Systematic Evaluation of Auto-Encoding and Large Language Model Representations for Capturing Author States and Traits ACL 2025

Representation-based Broad Hallucination Detectors Fail to Generalize Out of Distribution EMNLP 2025

Exploring Layer-wise Representations of English and Chinese Homonymy in Pre-trained Language Models ACL 2025

Do We Really Need All Those Dimensions? An Intrinsic Evaluation Framework for Compressed Embeddings EMNLP 2025

Multimodal Invariant Sentiment Representation Learning ACL 2025

Eliciting Textual Descriptions from Representations of Continuous Prompts ACL 2025

Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion ACL 2025

LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations ACL 2025

Bridging Perception and Action: Spatially-Grounded Mid-Level Representations for Robot Generalization RSS 2025

T-VEC: A Telecom-Specific Vectorization Model with Enhanced Semantic Understanding via Deep Triplet Loss Fine-Tuning EMNLP 2025

InsBank: Evolving Instruction Subset for Ongoing Alignment EMNLP 2025

From Foresight to Forethought: VLM-In-the-Loop Policy Steering via Latent Alignment RSS 2025

A Representation Level Analysis of NMT Model Robustness to Grammatical Errors ACL 2025

T2DR: A Two-Tier Deficiency-Resistant Framework for Incomplete Multimodal Learning ACL 2025

Tell Me What You Don’t Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing ACL 2025

Disentangled and Personalized Representation Learning for Next Point-of-Interest Recommendation IJCAI 2025

Learning Task Representations from In-Context Learning ACL 2025

CTPD: Cross-Modal Temporal Pattern Discovery for Enhanced Multimodal Electronic Health Records Analysis ACL 2025

Implicit Neural-Representation Learning for Elastic Deformable-Object Manipulations RSS 2025

ReSeeding Latent States for Sequential Language Understanding EMNLP 2025

Turbocharging Web Automation: The Impact of Compressed History States ACL 2025

Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models ACL 2025

Statistical inference on black-box generative models in the data kernel perspective space ACL 2025

Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ACL 2025

Spectral Insights into Data-Oblivious Critical Layers in Large Language Models ACL 2025