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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

Data Distributional Properties As Inductive Bias for Systematic Generalization CVPR 2025
ReCon: Enhancing True Correspondence Discrimination through Relation Consistency for Robust Noisy Correspondence Learning CVPR 2025
Does GCL Need a Large Number of Negative Samples? Enhancing Graph Contrastive Learning with Effective and Efficient Negative Sampling AAAI 2025
ShifCon: Enhancing Non-Dominant Language Capabilities with a Shift-based Multilingual Contrastive Framework ACL 2025
Textagon: Boosting Language Models with Theory-guided Parallel Representations ACL 2025
Enhancing Multimodal Unified Representations for Cross Modal Generalization ACL 2025
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ACL 2025
Learning Task Representations from In-Context Learning ACL 2025
Investigating and Scaling up Code-Switching for Multilingual Language Model Pre-Training ACL 2025
LDIR: Low-Dimensional Dense and Interpretable Text Embeddings with Relative Representations ACL 2025
How do Transformer Embeddings Represent Compositions? A Functional Analysis ACL 2025
Multimodal Language Models See Better When They Look Shallower EMNLP 2025
On Support Samples of Next Word Prediction ACL 2025
TueCL at SemEval-2025 Task 1: Image-Augmented Prompting and Multimodal Reasoning for Enhanced Idiom Understanding ACL 2025
Semantic Frame Induction from a Real-World Corpus ACL 2025
Structured Pruning for Diverse Best-of-N Reasoning Optimization ACL 2025
Towards Automated Error Discovery: A Study in Conversational AI EMNLP 2025
Demystifying optimized prompts in language models EMNLP 2025
The Effect of Language Diversity When Fine-Tuning Large Language Models for Translation EMNLP 2025
X-Boundary: Establishing Exact Safety Boundary to Shield LLMs from Jailbreak Attacks without Compromising Usability EMNLP 2025
Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs EMNLP 2025
CoMoE: Contrastive Representation for Mixture-of-Experts in Parameter-Efficient Fine-tuning EMNLP 2025
Out-of-Context Reasoning in Large Language Models EMNLP 2025
Length Representations in Large Language Models EMNLP 2025
Balance-Aware Sequence Sampling Makes Multi-Modal Learning Better IJCAI 2025