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

DTW-Align: Bridging the Modality Gap in End-to-End Speech Translation with Dynamic Time Warping Alignment EMNLP 2025

On the Versatility of Sparse Autoencoders for In-Context Learning EMNLP 2025

Quantifying Compositionality of Classic and State-of-the-Art Embeddings EMNLP 2025

STEAM: A Semantic-Level Knowledge Editing Framework for Large Language Models EMNLP 2025

SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning EMNLP 2025

DLIR: Spherical Adaptation for Cross-Lingual Knowledge Transfer of Sociological Concepts Alignment EMNLP 2025

X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Jailbreak Attacks without Compromising Usability EMNLP 2025

HEAL: Hybrid Enhancement with LLM-based Agents for Text-attributed Hypergraph Self-supervised Representation Learning EMNLP 2025

Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs EMNLP 2025

Spotlighter: Revisiting Prompt Tuning from a Representative Mining View EMNLP 2025

LangVAE and LangSpace: Building and Probing for Language Model VAEs EMNLP 2025

LATTE: Learning Aligned Transactions and Textual Embeddings for Bank Clients EMNLP 2025

Reading Between the Prompts: How Stereotypes Shape LLM’s Implicit Personalization EMNLP 2025

LGA: LLM-GNN Aggregation for Temporal Evolution Attribute Graph Prediction EMNLP 2025

Interpretable Text Embeddings and Text Similarity Explanation: A Survey EMNLP 2025

Discriminating Form and Meaning in Multilingual Models with Minimal-Pair ABX Tasks EMNLP 2025

Reshaping Representation Space to Balance the Safety and Over-rejection in Large Audio Language Models EMNLP 2025

Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers EMNLP 2025

Improving Clustering with Positive Pairs Generated from LLM-Driven Labels EMNLP 2025

ThinkEdit: Interpretable Weight Editing to Mitigate Overly Short Thinking in Reasoning Models EMNLP 2025

Icon2: Aligning Large Language Models Using Self-Synthetic Preference Data via Inherent Regulation EMNLP 2025

Reasoning Model Unlearning: Forgetting Traces, Not Just Answers, While Preserving Reasoning Skills EMNLP 2025

MixDiff: Mixing Natural and Synthetic Images for Robust Self-Supervised Representations WACV 2025

Understanding the Side Effects of Rank-One Knowledge Editing EMNLP 2025

Towards a Unified Copernicus Foundation Model for Earth Vision ICCV 2025